The document summarizes the Cyber Analytics Repository (CAR), an openly available repository of ATT&CK-driven analytics maintained by MITRE. CAR contains analytics for detecting adversary tactics and techniques, mappings of analytics to sensors, and an exploration tool. Recent work has focused on increasing quality and usability by adding new analytics, converting analytics to a machine-readable format, and supporting multiple implementations. Future goals include expanding coverage of ATT&CK techniques, updating the data model and sensor coverage, and improving the analytic exploration tool. The document encourages contributions of new analytics to CAR.
From Theory to Practice: How My ATTACK Perspectives Have ChangedMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour December 2020
By Katie Nickels, Director of Intelligence, Red Canary
Good analysts (and good human beings) change their minds based on new information. In this presentation, Katie will share how her perspectives on ATT&CK have changed since moving from ATT&CK team member to ATT&CK end-user. She will discuss how her ideas about coverage, procedures, and detection creation have evolved and why those perspectives matter. Katie will also share practical examples from observed threats to help explain the nuances of her perspectives. Attendees should expect to leave this presentation with a better understanding of how to handle challenges they’re likely to face when navigating their own ATT&CK journey.
FIRST CTI Symposium: Turning intelligence into action with MITRE ATT&CK™Katie Nickels
Katie Nickels and Adam Pennington presented "Turning intelligence into action with MITRE ATT&CK™" at the FIRST CTI Symposium in London on 20 March 2019.
Presentation slides presented by Cody Thomas and Christopher Korban at x33fcon 2018 about how to jumpstart your purple teaming with the MITRE ATT&CK framework, and accompanying Adversary Emulation Plans
MITRE ATT&CKcon 2018: Hunters ATT&CKing with the Data, Roberto Rodriguez, Spe...MITRE - ATT&CKcon
With the development of the MITRE ATT&CK framework and its categorization of adversary activity during the attack cycle, understanding what to hunt for has become easier and more efficient than ever. However, organizations are still struggling to understand how they can prioritize the development of hunt hypothesis, assess their current security posture, and develop the right analytics with the help of ATT&CK. Even though there are several ways to utilize ATT&CK to accomplish those goals, there are only a few that are focusing primarily on the data that is currently being collected to drive the success of a hunt program.
This presentation shows how organizations can benefit from mapping their current visibility from a data perspective to the ATT&CK framework. It focuses on how to identify, document, standardize and model current available data to enhance a hunt program. It presents an updated ThreatHunter-Playbook, a Kibana ATT&CK dashboard, a new project named Open Source Security Events Metadata known as OSSEM and expands on the “data sources” section already provided by ATT&CK on most of the documented adversarial techniques.
From Theory to Practice: How My ATTACK Perspectives Have ChangedMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour December 2020
By Katie Nickels, Director of Intelligence, Red Canary
Good analysts (and good human beings) change their minds based on new information. In this presentation, Katie will share how her perspectives on ATT&CK have changed since moving from ATT&CK team member to ATT&CK end-user. She will discuss how her ideas about coverage, procedures, and detection creation have evolved and why those perspectives matter. Katie will also share practical examples from observed threats to help explain the nuances of her perspectives. Attendees should expect to leave this presentation with a better understanding of how to handle challenges they’re likely to face when navigating their own ATT&CK journey.
FIRST CTI Symposium: Turning intelligence into action with MITRE ATT&CK™Katie Nickels
Katie Nickels and Adam Pennington presented "Turning intelligence into action with MITRE ATT&CK™" at the FIRST CTI Symposium in London on 20 March 2019.
Presentation slides presented by Cody Thomas and Christopher Korban at x33fcon 2018 about how to jumpstart your purple teaming with the MITRE ATT&CK framework, and accompanying Adversary Emulation Plans
MITRE ATT&CKcon 2018: Hunters ATT&CKing with the Data, Roberto Rodriguez, Spe...MITRE - ATT&CKcon
With the development of the MITRE ATT&CK framework and its categorization of adversary activity during the attack cycle, understanding what to hunt for has become easier and more efficient than ever. However, organizations are still struggling to understand how they can prioritize the development of hunt hypothesis, assess their current security posture, and develop the right analytics with the help of ATT&CK. Even though there are several ways to utilize ATT&CK to accomplish those goals, there are only a few that are focusing primarily on the data that is currently being collected to drive the success of a hunt program.
This presentation shows how organizations can benefit from mapping their current visibility from a data perspective to the ATT&CK framework. It focuses on how to identify, document, standardize and model current available data to enhance a hunt program. It presents an updated ThreatHunter-Playbook, a Kibana ATT&CK dashboard, a new project named Open Source Security Events Metadata known as OSSEM and expands on the “data sources” section already provided by ATT&CK on most of the documented adversarial techniques.
What is ATT&CK coverage, anyway? Breadth and depth analysis with Atomic Red TeamMITRE ATT&CK
From ATT&CKcon 3.0
By Brian Donohue, Red Canary
This presentation will highlight the Atomic Red Team project's efforts to define and increase the test coverage of MITRE ATT&CK techniques. We'll describe the challenges we encountered in defining what "coverage" means in the context of an ATT&CK-based framework, and how to use that definition to improve an open source project that's used by a diverse audience of practitioners to satisfy an equally diverse array of needs. The audience will learn how the Atomic Red Team maintainers standardize and categorize atomic tests, perform gap analysis to achieve deep technique-level coverage and broad matrix-level coverage, and quickly fill those gaps with new tests.
From MITRE ATT&CKcon Power Hour January 2021
By Adam Pennington, ATT&CK Lead, MITRE
Adam leads ATT&CK at The MITRE Corporation and collected much of the intelligence leveraged in creating ATT&CK’s initial techniques. He has spent much of his 12 years with MITRE studying and preaching the use of deception for intelligence gathering. Prior to joining MITRE, Adam was a researcher at Carnegie Mellon’s Parallel Data Lab and earned his BS and MS degrees in Computer Science and Electrical and Computer Engineering as well as the 2017 Alumni Service Award from Carnegie Mellon University. Adam has presented and published in a number of venues including FIRST CTI, USENIX Security and ACM Transactions on Information and System Security.
Recently, NTT published the Global Threat Intelligence Report 2016 (GTIR). This year’s report focused both on the changes in threat trends and on how security organizations around the world can use the kill chain to help defend the enterprise.
Turning threat intelligence data from multiple sources into actionable, contextual information is a challenge faced by many organizations today. The Global Threat Intelligence Platform provides increased efficiency, reduces risks and focuses on global coverage with accurate and up-to-date threat intelligence.
This presentation was given at Carnegie Mellon University by Kenji Takahashi, VP of Product Management, Security at NTT Innovation Institute.
From ATT&CKcon 3.0
By Fred Frey and Jonathan Mulholland, SnapAttack
Atomic Red Team and Sigma are the largest open-source attack simulation and analytic projects. Many organizations utilize one or both internally for security controls validation or supplementing their detections and alerts. Building on the work from these two great communities, we smashed (scientific-term) the attacks and analytics together and applied data science to analyze the results. We'll describe our methodology and testing framework, show the real-world MITRE ATT&CK coverage and gaps, discuss our algorithms for calculating analytic similarity, identifying log sources for a technique, and determining the best analytics to deploy that maximizes ATT&CK coverage.
This project aims to:
- Bring a measurable testing rigor to community analytics to improve adoption
- Test every analytic against every attack, validating the true positive detection
- Understand the log sources required to detect specific attack techniques
- Apply data science to identify analytic similarity (reduce community duplication)
- Identify gaps between the projects' analytics without attack simulations; attack simulations without detections; missing or incorrect MITRE ATT&CK labels, etc
- Automate the process so insights can stay up to date with new attack/analytic contributions over time
- Share our analysis back to the community to improve these projects
Knowledge for the masses: Storytelling with ATT&CKMITRE ATT&CK
From ATT&CKcon 3.0
By Ismael Valenzuela and Jose Luis Sanchez Martinez, Trellix
The Trellix team believes that creating and sharing compelling stories about cyber threats -with ATT&CK- is a powerful way for raising awareness and enabling actionability against cyber threats.
In this talk the team will share their experiences leveraging ATT&CK to disseminate Threat knowledge to different audiences (Software Development teams, Managers, Threat detection engineers, Threat hunters, Cyber Threat Analysts, Support Engineers, upper management, etc.).
They will show concrete examples and representations created with ATT&CK to describe the threats at different levels, including: 1) an Attack Path graph that shows the overall flow of the attack; 2) Tactic-specific TTP summary tables and graphs; 3) very detailed, step-by-step description of the attacker's behaviors.
It's just a jump to the left (of boom): Prioritizing detection implementation...MITRE ATT&CK
From ATT&CKcon 3.0
By Lindsay Kaye and Scott Small, Recorded Future
Many organizations ask: "Where do I start, and where do I go next" when prioritizing implementation of behavior-based detections? We often hear "use threat intelligence!" but your goals must be qualified and quantified in order to properly prioritize the most relevant TTPs. A wealth of open-sourced, ATT&CK-mapped resources now exists, giving security teams greater access to both detections and red team tests they can implement, but intelligence (also aligned with ATT&CK), is essential to provide necessary context to ensure that detection efforts are focused effectively.
This session will discuss a new approach to the prioritization challenge, starting with an analysis of the current defensive landscape, as measured by ATT&CK coverage for more than a dozen detection repositories and technologies, and guidance on sourcing TTP intelligence. The team will then show how real-world defensive strategies can be strengthened by encompassing a full-spectrum view of threat detection, including the implementation of YARA, Sigma, and Snort in security appliances. Critically, alignment of both intelligence and defenses with ATT&CK enables defenders to move the focus of detection efforts to indications of malicious behavior before the final payload is deployed, where controls are most effective at preventing serious damage to the organization.
Landing on Jupyter: The transformative power of data-driven storytelling for ...MITRE ATT&CK
From ATT&CKcon 3.0
By Jose Barajas and Stephan Chenette, AttackIQ
Every cybersecurity leader wants visibility into the health of their security program. Yet teams suffer with disparate data streams - CTI teams and the SOC often use separate Excel spreadsheets, an anachronistic practice - and silos constrain their ability to operate effectively. Enter the Jupyter notebook, an open-source computational notebook that researchers use to combine code, computing output, text, and media into a single interface. In this talk, we share three stories of how organizations use Jupyter notebooks to align ATT&CK-based attack flows to the security program, generating data about detection and prevention failures, defensive gaps, and longitudinal performance. By using Jupyter notebooks in this way, teams can better leverage ATT&CK for security effectiveness. It becomes less of a bingo card and more of a strategic tool for understanding the health of the program against big tactics (I.e., lateral movement), defensive gaps (I.e., micro-segmentation), and the team's performance.
Measure What Matters: How to Use MITRE ATTACK to do the Right Things in the R...MITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour January 2021
By Daniel Wyleczuk-Stern, Senior Security Engineer, Snowflake
Cyber security is inherently a function of risk management. Risk management is the identification, evaluation, and prioritization of risks followed by the effort to reduce those risks in a coordinated and economical manner (thanks wikipedia!). In this talk, Daniel will be going over some strategies for measuring and prioritizing your cyber risks using MITRE ATT&CK. He'll discuss some lessons learned in atomic testing of techniques vs attack chaining as well as what to measure and how to make decisions with that data.
Mapping ATT&CK Techniques to ENGAGE ActivitiesMITRE ATT&CK
From ATT&CKcon 3.0
By David Barroso, CounterCraft
When an adversary engages in a specific behavior, they are vulnerable to expose an unintended weakness. By looking at each ATT&CK technique, we can examine the weaknesses revealed and identify an engagement activity or activities to exploit this weakness.
During the presentation we will see some real examples of how we can use different ATT&CK techniques in order to plan different adversary engagement activities.
The ATT&CK Latin American APT PlaybookMITRE ATT&CK
From ATT&CKcon 3.0
By Santiago Pontiroli and Dmitry Bestuzhev, Kaspersky
Financially motivated cyber-attacks thrive in emerging Latin American markets. However, there's room for locally grown threat actors operating in the cyber espionage field as well. During the last decade, this includes but is not limited to Blind Eagle, Puppeteer, Machete, Poseidon, and others. We also saw foreign operations targeting specific assets in Latin America, still connected to certain regional sources.
Since the threat actors' origin, culture, and language is often different, it's not uncommon for tactics, techniques, and procedures (TTPs) to present marked differences. As a result of our regional expertise and experience, we created MITRE's ATT&CK play-by-play mappings to help other analysts understand regional actors. If you are interested in threat intelligence and what's going on in Latin America, this presentation is for you. Our work is based only on real-world attackers and their operations, including those not publicly known, such as COVID-19 Machete's targeted campaign.
Cyber threat Intelligence and Incident Response by:-Sandeep SinghOWASP Delhi
The broad list of topics include (but not limited to):
- What is Threat Intelligence?
- Type of Threat Intelligence?
- Intelligence Lifecycle
- Threat Intelligence - Classification & Vendor Landscape
- Threat Intelligence Standards (STIX, TAXII, etc.)
- Open Source Threat Intel Tools
- Incident Response
- Role of Threat Intel in Incident Response
- Bonus Agenda
Delivered 1 - day Practical Threat Hunting workshop at sacon.io in Bangalore,India balancing on developing the threat hunting program in organization, how and where to start from as well threat hunting demos as it would look on the ground with hands on labs for 100+ participants.
Adversary Emulation - Red Team Village - Mayhem 2020Jorge Orchilles
Presentation at DEF CON Red Team Village - Mayhem Virtual Summit 2020
Adversary Emulation - Red Team emulating APT19 with Empire3 and Starkiller
Connect:
https://twitter.com/jorgeorchilles
https://twitter.com/c2_matrix
References:
https://mitre-attack.github.io/attack-navigator/enterprise/
https://attack.mitre.org/groups/G0073/
https://www.thec2matrix.com/
https://howto.thec2matrix.com/slingshot-c2-matrix-edition
https://howto.thec2matrix.com/c2/empire#red-team-village-mayhem-demo-of-apt19
https://vectr.io/
https://www.scythe.io/
Evolution of Offensive Testing - ATT&CK-based Adversary Emulation PlansChristopher Korban
Talk about the evolution of security posture assessments, solving red team problems with ATT&CK-based Adversary Emulation Plans.
Conference: Art into Science - A Conference on Defense 2018
Results of research at the UNiversity of Sfax, Tunisia, on using COSMIC size measurement for rapid sizing, decision-making on functional changes and automatic measurement of CFP sizes from Java code
What is ATT&CK coverage, anyway? Breadth and depth analysis with Atomic Red TeamMITRE ATT&CK
From ATT&CKcon 3.0
By Brian Donohue, Red Canary
This presentation will highlight the Atomic Red Team project's efforts to define and increase the test coverage of MITRE ATT&CK techniques. We'll describe the challenges we encountered in defining what "coverage" means in the context of an ATT&CK-based framework, and how to use that definition to improve an open source project that's used by a diverse audience of practitioners to satisfy an equally diverse array of needs. The audience will learn how the Atomic Red Team maintainers standardize and categorize atomic tests, perform gap analysis to achieve deep technique-level coverage and broad matrix-level coverage, and quickly fill those gaps with new tests.
From MITRE ATT&CKcon Power Hour January 2021
By Adam Pennington, ATT&CK Lead, MITRE
Adam leads ATT&CK at The MITRE Corporation and collected much of the intelligence leveraged in creating ATT&CK’s initial techniques. He has spent much of his 12 years with MITRE studying and preaching the use of deception for intelligence gathering. Prior to joining MITRE, Adam was a researcher at Carnegie Mellon’s Parallel Data Lab and earned his BS and MS degrees in Computer Science and Electrical and Computer Engineering as well as the 2017 Alumni Service Award from Carnegie Mellon University. Adam has presented and published in a number of venues including FIRST CTI, USENIX Security and ACM Transactions on Information and System Security.
Recently, NTT published the Global Threat Intelligence Report 2016 (GTIR). This year’s report focused both on the changes in threat trends and on how security organizations around the world can use the kill chain to help defend the enterprise.
Turning threat intelligence data from multiple sources into actionable, contextual information is a challenge faced by many organizations today. The Global Threat Intelligence Platform provides increased efficiency, reduces risks and focuses on global coverage with accurate and up-to-date threat intelligence.
This presentation was given at Carnegie Mellon University by Kenji Takahashi, VP of Product Management, Security at NTT Innovation Institute.
From ATT&CKcon 3.0
By Fred Frey and Jonathan Mulholland, SnapAttack
Atomic Red Team and Sigma are the largest open-source attack simulation and analytic projects. Many organizations utilize one or both internally for security controls validation or supplementing their detections and alerts. Building on the work from these two great communities, we smashed (scientific-term) the attacks and analytics together and applied data science to analyze the results. We'll describe our methodology and testing framework, show the real-world MITRE ATT&CK coverage and gaps, discuss our algorithms for calculating analytic similarity, identifying log sources for a technique, and determining the best analytics to deploy that maximizes ATT&CK coverage.
This project aims to:
- Bring a measurable testing rigor to community analytics to improve adoption
- Test every analytic against every attack, validating the true positive detection
- Understand the log sources required to detect specific attack techniques
- Apply data science to identify analytic similarity (reduce community duplication)
- Identify gaps between the projects' analytics without attack simulations; attack simulations without detections; missing or incorrect MITRE ATT&CK labels, etc
- Automate the process so insights can stay up to date with new attack/analytic contributions over time
- Share our analysis back to the community to improve these projects
Knowledge for the masses: Storytelling with ATT&CKMITRE ATT&CK
From ATT&CKcon 3.0
By Ismael Valenzuela and Jose Luis Sanchez Martinez, Trellix
The Trellix team believes that creating and sharing compelling stories about cyber threats -with ATT&CK- is a powerful way for raising awareness and enabling actionability against cyber threats.
In this talk the team will share their experiences leveraging ATT&CK to disseminate Threat knowledge to different audiences (Software Development teams, Managers, Threat detection engineers, Threat hunters, Cyber Threat Analysts, Support Engineers, upper management, etc.).
They will show concrete examples and representations created with ATT&CK to describe the threats at different levels, including: 1) an Attack Path graph that shows the overall flow of the attack; 2) Tactic-specific TTP summary tables and graphs; 3) very detailed, step-by-step description of the attacker's behaviors.
It's just a jump to the left (of boom): Prioritizing detection implementation...MITRE ATT&CK
From ATT&CKcon 3.0
By Lindsay Kaye and Scott Small, Recorded Future
Many organizations ask: "Where do I start, and where do I go next" when prioritizing implementation of behavior-based detections? We often hear "use threat intelligence!" but your goals must be qualified and quantified in order to properly prioritize the most relevant TTPs. A wealth of open-sourced, ATT&CK-mapped resources now exists, giving security teams greater access to both detections and red team tests they can implement, but intelligence (also aligned with ATT&CK), is essential to provide necessary context to ensure that detection efforts are focused effectively.
This session will discuss a new approach to the prioritization challenge, starting with an analysis of the current defensive landscape, as measured by ATT&CK coverage for more than a dozen detection repositories and technologies, and guidance on sourcing TTP intelligence. The team will then show how real-world defensive strategies can be strengthened by encompassing a full-spectrum view of threat detection, including the implementation of YARA, Sigma, and Snort in security appliances. Critically, alignment of both intelligence and defenses with ATT&CK enables defenders to move the focus of detection efforts to indications of malicious behavior before the final payload is deployed, where controls are most effective at preventing serious damage to the organization.
Landing on Jupyter: The transformative power of data-driven storytelling for ...MITRE ATT&CK
From ATT&CKcon 3.0
By Jose Barajas and Stephan Chenette, AttackIQ
Every cybersecurity leader wants visibility into the health of their security program. Yet teams suffer with disparate data streams - CTI teams and the SOC often use separate Excel spreadsheets, an anachronistic practice - and silos constrain their ability to operate effectively. Enter the Jupyter notebook, an open-source computational notebook that researchers use to combine code, computing output, text, and media into a single interface. In this talk, we share three stories of how organizations use Jupyter notebooks to align ATT&CK-based attack flows to the security program, generating data about detection and prevention failures, defensive gaps, and longitudinal performance. By using Jupyter notebooks in this way, teams can better leverage ATT&CK for security effectiveness. It becomes less of a bingo card and more of a strategic tool for understanding the health of the program against big tactics (I.e., lateral movement), defensive gaps (I.e., micro-segmentation), and the team's performance.
Measure What Matters: How to Use MITRE ATTACK to do the Right Things in the R...MITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour January 2021
By Daniel Wyleczuk-Stern, Senior Security Engineer, Snowflake
Cyber security is inherently a function of risk management. Risk management is the identification, evaluation, and prioritization of risks followed by the effort to reduce those risks in a coordinated and economical manner (thanks wikipedia!). In this talk, Daniel will be going over some strategies for measuring and prioritizing your cyber risks using MITRE ATT&CK. He'll discuss some lessons learned in atomic testing of techniques vs attack chaining as well as what to measure and how to make decisions with that data.
Mapping ATT&CK Techniques to ENGAGE ActivitiesMITRE ATT&CK
From ATT&CKcon 3.0
By David Barroso, CounterCraft
When an adversary engages in a specific behavior, they are vulnerable to expose an unintended weakness. By looking at each ATT&CK technique, we can examine the weaknesses revealed and identify an engagement activity or activities to exploit this weakness.
During the presentation we will see some real examples of how we can use different ATT&CK techniques in order to plan different adversary engagement activities.
The ATT&CK Latin American APT PlaybookMITRE ATT&CK
From ATT&CKcon 3.0
By Santiago Pontiroli and Dmitry Bestuzhev, Kaspersky
Financially motivated cyber-attacks thrive in emerging Latin American markets. However, there's room for locally grown threat actors operating in the cyber espionage field as well. During the last decade, this includes but is not limited to Blind Eagle, Puppeteer, Machete, Poseidon, and others. We also saw foreign operations targeting specific assets in Latin America, still connected to certain regional sources.
Since the threat actors' origin, culture, and language is often different, it's not uncommon for tactics, techniques, and procedures (TTPs) to present marked differences. As a result of our regional expertise and experience, we created MITRE's ATT&CK play-by-play mappings to help other analysts understand regional actors. If you are interested in threat intelligence and what's going on in Latin America, this presentation is for you. Our work is based only on real-world attackers and their operations, including those not publicly known, such as COVID-19 Machete's targeted campaign.
Cyber threat Intelligence and Incident Response by:-Sandeep SinghOWASP Delhi
The broad list of topics include (but not limited to):
- What is Threat Intelligence?
- Type of Threat Intelligence?
- Intelligence Lifecycle
- Threat Intelligence - Classification & Vendor Landscape
- Threat Intelligence Standards (STIX, TAXII, etc.)
- Open Source Threat Intel Tools
- Incident Response
- Role of Threat Intel in Incident Response
- Bonus Agenda
Delivered 1 - day Practical Threat Hunting workshop at sacon.io in Bangalore,India balancing on developing the threat hunting program in organization, how and where to start from as well threat hunting demos as it would look on the ground with hands on labs for 100+ participants.
Adversary Emulation - Red Team Village - Mayhem 2020Jorge Orchilles
Presentation at DEF CON Red Team Village - Mayhem Virtual Summit 2020
Adversary Emulation - Red Team emulating APT19 with Empire3 and Starkiller
Connect:
https://twitter.com/jorgeorchilles
https://twitter.com/c2_matrix
References:
https://mitre-attack.github.io/attack-navigator/enterprise/
https://attack.mitre.org/groups/G0073/
https://www.thec2matrix.com/
https://howto.thec2matrix.com/slingshot-c2-matrix-edition
https://howto.thec2matrix.com/c2/empire#red-team-village-mayhem-demo-of-apt19
https://vectr.io/
https://www.scythe.io/
Evolution of Offensive Testing - ATT&CK-based Adversary Emulation PlansChristopher Korban
Talk about the evolution of security posture assessments, solving red team problems with ATT&CK-based Adversary Emulation Plans.
Conference: Art into Science - A Conference on Defense 2018
Results of research at the UNiversity of Sfax, Tunisia, on using COSMIC size measurement for rapid sizing, decision-making on functional changes and automatic measurement of CFP sizes from Java code
How to build containerized architectures for deep learning - Data Festival 20...Antje Barth
When it comes to AI data scientists/engineers tend to focus on tools. Though the data platform that enables these tools is equally important, it’s often overlooked. In fact, 90% of the effort required for success in ML is not the algorithm – it’s the data logistics. In this workshop we will talk about common architecture blueprints to integrate AI in your data centers and how the right data platform choice can make all the difference in launching your AI use case into production! Presented at Data Festival Munich, 2019.
Why electric vehicles need model-based design?
Because of the rising complexity in new vehicles, model-based design & systems engineering is needed to cascade the requirements and trace back any modification along the engineering lifecycle. Find out more in this presentation of a customer case about electric motor optimization.
For the full video of this presentation, please visit:
https://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/may-2019-embedded-vision-summit-riches
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Ian Riches, Executive Director for Global Automotive Practice at Strategy Analytics, presents the "Automotive Vision Systems— Seeing the Way Forward" tutorial at the May 2019 Embedded Vision Summit.
It was not long ago that cameras were a rarity on all but luxury cars. In 2018, as many automotive cameras were shipped as were vehicles! Riches' presentation quantifies the likely future growth, and explores the applications and industry forces that are driving camera fitment.
The automotive industry is also undergoing unprecedented change, with longstanding vehicle architectures and business models under threat. Riches' presentation therefore also looks at the wider automotive landscape as it impacts the embedded vision community, examining topics such as centralized vs. decentralized architectures and the impact of automated driving on the value chain.
An emulation framework for IoT, Fog, and Edge ApplicationsMoysisSymeonides
In this talk, we presented an emulation framework that eases the modeling, deployment, and large-scale experimentation of fog and 5G testbeds. The framework provides a toolset to (i) model complex fog topologies comprised of heterogeneous resources, network capabilities, and QoS criteria; (ii) abstractions for physical 5G infrastructure concepts such as radio units, edge servers, mobile nodes, user equipment, and node trajectories; (iii) deploy the modeled configuration and services using popular containerised descriptions to a cloud or
local environment; (iv) experiment, measure and evaluate the deployment by injecting faults, adapting the configuration at runtime, real-time updates of the radio network (i.e., signal strength) and respective network QoS to test different “what-if” scenarios that reveal the limitations of service before introduced to the public. The framework has been used for studying the performance of Intelligent transportation services, Industrial IoT micro-service applications, geo-distributed deployments of big data engines, and many more.
The presentation took place at Athens Demokritos Research Center organised by SKEL | The AI Lab
video: https://www.youtube.com/watch?v=z37I1QVFabg
MITRE’s ATT&CK is a community-driven knowledge base and model for cyber adversary behavior, reflecting the various phases of an adversary’s life cycle and the platforms they are known to target. By scoping the wide breadth of the MITRE ATT&CK matrix to focus initially on the techniques used by threat actors you specifically care about, you can help the defenders create more useful and impactful detections first. Once you start emulating the appropriate threat actors, you can practice your defenses in a scenario that’s more realistic and applicable without the need for an actual intrusion. The speakers are providing a process and a case study of APT3 - a China-based threat group - for how to go from finding threat intelligence, sifting through it for actionable techniques, creating emulation plans, discovering how to emulate different techniques... to actually operating on a network. They are also providing a beginning "cheat sheet" for this actor to give a starting point for red and blue teams to accomplish these techniques in their own environment without the need to build their own tooling.
Presentation from 6th June 2017, covering IBM Systems PoV, WW Executive ownership of IBM Power Systems, challenges in our industry, Cloud, Hybrid Cloud, Intel's Strategic direction, IBM Power Systems strategic direction, OpenPOWER Foundation, OpenCAPI, Nutanix and POWER9
Is Linux ready for safety related applications?Alexander Much
The presentation is from a talk I gave at the ETAS Connections 2018 event. It details the reasoning for the use of Linux in the Automotive domain for safety-critical systems.
The content is based on our OSADL approach taken in the SIL2MP Linux project
Artificial Intelligence in Design Automations.rohit
Motivation behind this talk is to throw some light on use of machine intelligence in design automation; a topic that is largely absent from the media and academia. Machine Intelligence is advancing at a rapid pace and claim to this fame is that it is bound to enable an unprecedent degree of automation in every walk of life. Design automation, a field that has been automating semiconductor design for decades, continues to struggle successful applications of Machine Learning.
EB corbos and the L4Re microhypervisor: Open-source automotive safetyAlexander Much
This is the slide deck for a talk at Linaro Connect 2018 in Vancouver.
In the talk we show a reference architecture and implementation using open source components, L4Re hypervisor and the Adaptive AUTOSAR solution from Elektrobit
Collaboration using Open Source Software has resulted in fascinating broad-industry bases to support applications in the auto industry. Might we see similar efforts in healthcare?
ATTACKers Think in Graphs: Building Graphs for Threat IntelligenceMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour January 2021
By Valentine Mairet, Security Researcher, McAfee
The MITRE ATT&CK framework is the industry standard to dissect cyberattacks into used techniques. At McAfee, all attack information is disseminated into different categories, including ATT&CK techniques. What results from this exercise is an extensive repository of techniques used in cyberattacks that goes back many years. Much can be learned from looking at historical attack data, but how can we piece all this information together to identify new relationships between threats and attacks? In her recent efforts, Valentine has embraced analyzing ATT&CK data in graphical representations. One lesson learned is that it is not just about merely mapping out attacks and techniques used into graphs, but the strength lies in applying different algorithms to answer specific questions. In this presentation, Valentine will showcase the results and techniques obtained from her research journey using graph and graph algorithms.
ATTACK-Onomics: Attacking the Economics Behind Techniques Used by AdversariesMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour January 2021
By Gert-Jan Bruggink, Defensive Specialist, FalconForce
Adversaries are humans as well. They have objectives, deadlines and resources for programming.
In a sense, very similar to corporations grounded in the economics of effort vs time vs results. Now understanding techniques is one thing, taking it a step further and understanding what the economic impact is of using certain techniques is another. Developing tools takes time. For example, developing a custom process injection module might take days or weeks to develop, where using an open source tool could prevent extensive development costs incurred.
This talk explores the economic considerations for defending against techniques used by adversaries. It explores fundamental considerations all referenced to MITRE’s ATT&CK framework. The objective of this talk is to inspire defensive strategies designed to impact cost incurred by adversaries to perform compromises.
Using ATTACK to Create Cyber DBTS for Nuclear Power PlantsMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour December 2020
By Jacob Benjamin, Principal Industrial Consultant Dragos, INL, & University of Idaho
Design Basis Threat (DBT) is concept introduced by the Nuclear Regulatory Commission (NRC). It is a profile of the type, composition, and capabilities of an adversary. DBT is the key input nuclear power plants use for the design of systems against acts of radiological sabotage and theft of special nuclear material. The NRC expects its licensees, nuclear power plants, to demonstrate that they can defend against the DBT. Currently, cyber is included in DBTs simply as a prescribed list of IT centric security controls. Using MITRE’s ATT&CK framework, Cyber DBTs can be created that are specific to the facility, its material, or adversary activities.
Sharpening your Threat-Hunting Program with ATTACK FrameworkMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour December 2020
By Hieu Tran, Threat Detection Team Lead FPT Cybersecurity Division
No matter how sophisticated and thorough your security precautions may be, you cannot assume your security measures are impenetrable. This is why you need a threat hunting program in place. But how can we implement a proper threat hunting program and run it efficiently? In this talk, we will uncover how to sharpen your threat hunting strategy by leveraging ATT&CK. Ultimately, we’ll be demonstrating how effectively employing the hunting methodology in the real-world battlefield, fighting against well-known cyber espionage actors who strongly focus on Southeast Asian countries like Vietnam, the Philippines, Laos, and Cambodia.
Helping Small Companies Leverage CTI with an Open Source Threat MappingMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour December 2020
By Valentina Palacín, Sr. Cyber Threat Intelligence Analyst
No one can deny the tremendous impact that ATT&CK had on the cybersecurity industry, nor the usefulness of having a good Threat Library at your disposal. But the question Valentina gets asked over and over by people from small companies is always the same: “How could I leverage threat intelligence using ATT&CK with limited time and resources?” And so far, there hasn't been a good answer. That’s why she decided to come up with the Threat Mapping Catalogue (TMC), a tool that combines the power of the mappings already available in the ATT&CK website, TRAM and the ATT&CK Navigator, to better process, consume and incorporate new mappings while organizing them around different categories.
From MITRE ATT&CKcon Power Hour December 2020
By Otis Alexander, Principal Cybersecurity Engineer, MITRE
Otis Alexander is a Principal Cyber Security Engineer at the MITRE Corporation and has worked in the areas of security engineering and research, analytic development, and adversary modeling and emulation. Otis is a co-creator of ATT&CK for ICS and has been leading the project since its inception. He also leads an effort to bring MITRE ATT&CK Evaluations to ICS security vendors providing anomaly and threat detection solutions. He advocates for network and host visibility in operational technology environments to increase the situational awareness of defenders.
From MITRE ATT&CKcon Power Hour November 2020
By:
Jamie Williams, Lead Cyber Adversarial Engineer, MITRE
Mike Hartley, Lead Cybersecurity Engineer, MITRE
In this presentation from the MITRE ATT&CKcon Power Hour session on November 12, 2020 Jamie Williams and Mike Hartley from MITRE discuss the process for merging PRE-ATT&CK and adding two new tactics to Enterprise ATT&CK – Reconnaissance and Resource Development.
From MITRE ATT&CKcon Power Hour November 2020
By Matt Snyder, Senior Threat Analytics Engineer, VMware
The market for Security products is flooded with vendors offering all sorts of solutions, and organizations are spending a record amount of money defending their environments. Nevertheless, an increasing number of breaches are reported each year, resulting in organizations spending millions of dollars to remediate them. The Security industry responds with more products, all offering to stop the next breach, and the cycle continues. In this presentation from the MITRE ATT&CKcon Power Hour session on November 12, 2020, Matt discusses what VMware is doing internally to address this fundamental flaw in the Security industry and how they are leveraging the MITRE ATT&CK framework to reshape how we think about security.
From MITRE ATT&CKcon Power Hour November 2020
By Anthony Randazzo, Global Response Lead, Expel
The team at Expel has been migrating to the cloud for the last 10 years, but as usual, security has lagged behind. Which means we don't have a comprehensive detection and response framework for cloud like we do with the Enterprise ATT&CK matrix. Cloud has evolved into a complex beast as technologies and concepts – like Infrastructure As Code, Containers, Kubernetes and so forth – have emerged. These new attack surfaces have been added that introduce additional challenges to detection and response in our cloud environments. We don't know what we don't know about attack life cycles in the cloud. In this presentation from the MITRE ATT&CKcon Power Hour session on November 12, 2020, Anthony shares some interesting lessons learned so far when it comes to finding bad guys in the cloud.
Mapping the EventBot Mobile Banking Trojan with MITRE ATTACK for MobileMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour November 2020
By Allie Mellen, Security Strategist, Office of the CSO, Cybereason
In this presentation from the MITRE ATT&CKcon Power Hour session on November 12, Allie discusses how the Cybereason research team uses both MITRE ATT&CK and MITRE ATT&CK for Mobile to map and communicate new malware to the larger security community. Teams use the MITRE ATT&CK framework to share techniques, tactics, and procedures with their team and the community at large. This knowledge base has been incredibly beneficial for the development of specific threat models and methodologies in the private sector, in government, and in the cybersecurity product and service community. Many of these uses have centered around traditional endpoints like laptops and workstations. However, the MITRE ATT&CK team has also created a cutting-edge portion of their framework: MITRE ATT&CK for Mobile.
One of the most recent pieces of malware they have found is EventBot, a mobile banking trojan that targets Android devices and the financial services applications on them, including popular apps like Paypal Business, Revolut, Barclays, UniCredit, CapitalOne UK, HSBC UK, Santander UK, TransferWise, Coinbase, paysafecard, and many more. In this talk, learn about this specific attack, intended targets, a timeline of the attack, and the MITRE ATT&CK for Mobile mapping. Learn why the Cybereason team map to MITRE ATT&CK and MITRE ATT&CK for Mobile and what benefits it has given them and their interactions with the community.
Transforming Adversary Emulation Into a Data Analysis QuestionMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour October 2020
By Matan Hart, Co-Founder & CEO Cymptom @machosec
Adversary emulation is commonly used to validate security controls and is considered one of the most popular use-cases for the ATT&CK framework. However, emulating adversary TTPs on production environments is often very limited in testing scope and frequency, and such practice may cause unwanted business disruption. In this talk from the MITRE ATT&CKcon Power Hour session on October 9, 2020, Hart presents a different approach to testing controls against ATT&CK. He demonstrates how it is possible to provide data-based methods to evaluate the exploitability of ATT&CK techniques by gathering information from the network, endpoint, and services; this unique approach does not emulate any sort of malicious action, thus reducing the potential of causing business disruption to the minimum. Hart also outlines a new open-source guideline based on ATT&CK mitigations, that security teams can use to assess their security posture non-intrusively and at scale.
TA505: A Study of High End Big Game Hunting in 2020MITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour October 2020
By Brandon Levene, Head of Applied Intelligence Google, @seraphimdomain
Opportunistically targeted ransomware deployments, aka Big Game Hunting (BGH), have caused a distinct disruption in the mechanics of monetizing crimeware compromises. This strategy has become the “end game” for the majority of organized cybercrime organizations, and one effect of this shift is the increased emphasis on enterprise-level targets. In this talk from the MITRE ATT&CKCon Power Hour session on October 9, 2020, Levene walks us through research about how a specific BGH threat actor pursues entry points, gains its foothold, pivots, and deploys payloads to maximize their financial gains with minimal effort - and infrastructure! You’ll walk away with an understanding of the latest BGH TTPs seen in enterprise environments, and how they map to the ATT&CK framework so you can build this research into your threat detection strategy and enhance your defenses.
Using MITRE PRE-ATTACK and ATTACK in Cybercrime Education and ResearchMITRE - ATT&CKcon
From MITRE ATT&CKcon Power Hour October 2020
By:
Aunshul Rege, Associate Professor, Temple University, @prof_rege
Rachel Bleiman, PhD Student/NSF Graduate Research Assistant, Temple University, @rab1928
This presentation from the MITRE ATT&CKcon Power Hour session on October 9, 2020, explores the application of the MITRE ATT&CK® and PRE-ATT&CK matrices in cybercrime education and research. Specifically, Rege and Bleiman demonstrate the mapping of the PRE-ATT&CK matrix to social engineering case studies as an experiential learning project in an upper-level cybercrime liberal arts course. It thus allows students to understand the alignment process of threat intelligence to the PRE-ATT&CK framework and also learn about its usefulness/limitations. The talk also discusses the mapping of the ATT&CK matrix, tactics, techniques, software, and groups for two cybercrime datasets created by collating publicly disclosed incidents: (i) critical infrastructure ransomware (CIRW) incidents, and (ii) social engineering (SE) incidents. For the CIRW dataset, 39% of the strains mapped onto the ATT&CK software. For the SE dataset, 49% of the groups and 65% of the techniques map on to the MITRE framework. This helps the researchers identify the framework's usefulness/limitations and also helps our datasets connect to richer information that may not otherwise be available in the publicly disclosed incidents.
From MITRE ATT&CKcon Power Hour October 2020
By Jen Burns, Lead Cybersecurity Engineer, MITRE, @snarejen
Jen Burns is a Lead Cybersecurity Engineer at MITRE and the Lead for MITRE ATT&CK® for Cloud. She’s also a red team developer and lead for ATT&CK Evaluations, using her skills in software engineering and adversary emulation. Previously, she was a tech lead at HubSpot on the Infrastructure Security team where she focused on red teaming and building detections in the cloud environment. This presentation is from the MITRE ATT&CKcon Power Hour session held on October 9, 2020.
From MITRE ATT&CKcon Power Hour - October
By Brian Donohue, Security Evangelist, Red Canary, @thebriandonohue
In early 2018, Red Canary adopted MITRE ATT&CK as the common language that they would use to categorize threats, measure detection coverage, and communicate about malicious behaviors. In the intervening years, they’ve relied on the framework to develop open source tools like Atomic Red Team and help security teams prioritize their defensive efforts with blogs and our annual Threat Detection Report.
In early 2020, MITRE announced that ATT&CK would be expanding its original taxonomy of tactics and techniques to include sub-techniques. In the months that followed MITRE's announcement, Red Canary’s research, intelligence, and detection engineering teams painstakingly remapped their library of thousands of behavioral analytics to sub-techniques. In doing so, they improved their correlational logic, experimented with the idea of conditional technique mapping, and, unfortunately, rendered the 2020 Threat Detection Report out-of-date.
In this talk from the MITRE ATT&CKcon Power Hour session on October 9, 2020, Brian discusses how refactoring for sub-techniques offered us the opportunity to apply all the lessons learned in more than two years of operationalizing ATT&CK. He also explores how Red Canary has remodeled its ATT&CK mapping to allow for added flexibility and human input and shows what happens when the Red Canary applied their new sub-technique mappings to the 2020 Threat Detection Report.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.