This document discusses various types of threat hunting and provides examples of threat hunting use cases. The main types of threat hunting covered are IOC based, hypotheses based, baseline based, and anomaly based threat hunting. Several threat hunting use cases are then described in more detail, including hunting for abnormal cmd.exe spawns, suspicious RDP activities, stopping of Windows defensive services, and suspicious task scheduler usage. The document concludes with an overview of how to conduct an end to end threat hunting process by defining hypotheses and hunting across various data sources and platforms.
My slides for PHDays 2018 Threat Hunting Hands-On Lab - https://www.phdays.com/en/program/reports/build-your-own-threat-hunting-based-on-open-source-tools/
Virtual Machines for lab are available here - https://yadi.sk/d/qB1PNBj_3ViWHe
Hunting: Defense Against The Dark Arts - BSides Philadelphia - 2016Danny Akacki
We can all agree that threat detection is an essential component of a functioning security monitoring program. Let's start thinking about how to take our tradecraft to the next level and hunt for ways for evil to do evil things. This talk will run through some of the observations gathered during hunting expeditions inside the networks of multiple Fortune ranked organizations. We hope to challenge you to expand your security operations, moving beyond traditional signature based detection.
BSidesLV 2016 - Powershell - Hunting on the Endpoint - GerritzChristopher Gerritz
BSides Las Vegas 2016 Talk: Powershell-fu: Hunting on the Endpoint. Presented the PSHunt framework (which will be released on Github) and methodology for hunting on the endpoint using Powershell across an enterprise or on an individual system.
My slides for PHDays 2018 Threat Hunting Hands-On Lab - https://www.phdays.com/en/program/reports/build-your-own-threat-hunting-based-on-open-source-tools/
Virtual Machines for lab are available here - https://yadi.sk/d/qB1PNBj_3ViWHe
Hunting: Defense Against The Dark Arts - BSides Philadelphia - 2016Danny Akacki
We can all agree that threat detection is an essential component of a functioning security monitoring program. Let's start thinking about how to take our tradecraft to the next level and hunt for ways for evil to do evil things. This talk will run through some of the observations gathered during hunting expeditions inside the networks of multiple Fortune ranked organizations. We hope to challenge you to expand your security operations, moving beyond traditional signature based detection.
BSidesLV 2016 - Powershell - Hunting on the Endpoint - GerritzChristopher Gerritz
BSides Las Vegas 2016 Talk: Powershell-fu: Hunting on the Endpoint. Presented the PSHunt framework (which will be released on Github) and methodology for hunting on the endpoint using Powershell across an enterprise or on an individual system.
For organizations and individuals with limited security budgets, successfully hunting for cyber adversaries can be a daunting challenge. Threat Intelligence can be expensive and sometimes
nothing more than IoCs or blacklists. In this talk, Endgame’s threat research team will present a series of techniques that can enable organizations to leverage free or almost-free sources of
data and open-source tools to “hunt on the cheap.” They’ll explain how to: retrieve attackers’ tools from globally distributed honeynets that look like your organization or a juicy launching
point to attackers; enrich the data past basic file/tool hashes to identify malicious command and control IPs/domains through automated binary analysis using open-source sandboxes and tools; and use passive DNS data to identify active infections and enrich existing data sets. Attendees will learn how to apply these three techniques to hunt for adversaries within their own
networks. They will also learn about the various open-source solutions available, such as graph databases, that make these techniques inexpensive and within the scope of many organizations.
Anjum Ahuja, Senior Threat Researcher, Endgame
Jamie Butler, Chief Scientist, Endgame
Andrew Morris, Threat Researcher, Endgame
[HITCON 2020 CTI Village] Threat Hunting and Campaign Tracking Workshop.pptxChi En (Ashley) Shen
Speakers: Ashley Shen, Steve Su
This is a threat hunting and campaign tracking 101 workshop Ashley Shen (Google) and Steve (FireEye) prepared for the HITCON 2020 CTI Village. In this presentation we share the threat hunting concept with some basic techniques and explain the process and guidance for campaign tracking. The presentation was only 65 mins so we couldn't covered everything. However through this talk we hope to share our experience and insight to the beginners.
Malware analysis, threat intelligence and reverse engineeringbartblaze
In this presentation, I introduce the concepts of malware analysis, threat intelligence and reverse engineering. Experience or knowledge is not required.
Feel free to send me feedback via Twitter (@bartblaze) or email.
Blog post: https://bartblaze.blogspot.com/2018/02/malware-analysis-threat-intelligence.html
Labs: https://github.com/bartblaze/MaTiRe
Mind the disclaimer.
Burning Down the Haystack to Find the Needle: Security Analytics in ActionJosh Sokol
Your network is already compromised, but do you know how and by whom? Can you find them, remove them, and prevent them from getting back in again? In this presentation, we will examine actual attacks and indicators of compromise and show how, using some basic network flow pattern analysis, we can detect and prevent contemporary malware, advanced persistent threats (APTs), zero-day exploits and more. In addition, we will discuss how to feed this data into a security analytics program to create a new, broader perspective on the threats that your organization faces.
Over the past four years at National Instruments, we have been collecting tools to work cohesively as part of a larger security analytics platform. The goal of this presentation is to provide the attendee with the basic information that they need in order to build a security analytics program of their own. We will begin by talking about the problem of a lack of visibility within the enterprise environment. From there, we will talk about the traits that characterize a tool as being good for security analytics. Next, we will talk about the types of data that exists in the different tool sets and what types of questions they are good at answering. From there, we will talk about what it means to create patterns and analyze your data to find those specific patterns. Then, we will look at some specific analytics that are useful to run on a regular basis to find malware, misconfigured systems, APTs, and more. Lastly, we will talk about actionable (and even automated) next steps once we discover the patterns that we are looking for.
This talk will encourage audience participation by encouraging them to share what they are doing to perform security analytics and is appropriate for both novice and experienced security professionals.
This presentation was delivered at SkyDogCon 6 in October 2016. The A/V is available here: https://www.youtube.com/watch?list=PLLEf-wPc7Tyae19iTuzKOXmPj-IQBIWuU&v=mKxGulV2Z74
It is an updated version of the original deck presented at BSides Augusta 2016 - Added original content including information on use cases and added definition/clarity.
Abstract:
"We can all agree that threat ("Evil") detection is an essential component of a functioning security monitoring program. Let's start thinking about how to take our tradecraft to the next level and hunt for insecure conditions ("Ways for Evil to do Evil things") that might allow threat actors to succeed in their mission.
This talk will run through some of the observations gathered during hunting expeditions inside the networks of multiple Fortune-ranked organizations and challenge you to expand your security operations thinking beyond signature-based detection.
- What is Hunting?
- How have we done it?
- What have we found, and what should be done about those findings?
- How might you achieve similar outcomes in your own environment?"
Speakers:
- Jacqueline Stokes (@find_evil) is an infosec enthusiast who picked up hacking as a preteen and cut her teeth over multiple years in Iraq. Her ongoing mission is to assess and advise clients on the most actionable and forward-thinking methods to improve detection, response, and containment of advanced threats. Jackie likes long walks on the beach, 90's nostalgia, and is the president and founding member of the Kevin Mandia Fan Club.
After anomalous network traffic has been identified there can still be an abundance of results for an analyst to process. This presentation is for data scientist and network security professionals who want to increase the signal-to-noise.
Flare is a network analytic framework designed for data scientists, security researchers, and network professionals. Written in python, flare is designed for rapid prototyping and development of behavioral analytics. Flare comes with a collection of pre-built utility functions useful for performing feature extraction.
Using flare, we'll walk through identifying Domain Generation Algorithms (DGA) commonly used in malware and how to reduce the dataset to a manageable amount for security professionals to process.
We'll also explore flare's beaconing detection which can be used with the output from popular Intrusion Detection System (IDS) frameworks.
More information on flare can be found at https://github.com/austin-taylor/flare
www.austintaylor.io
Threat hunting and achieving security maturityDNIF
In this virtual meetup of DNIF KONNNECT (04.04.2019), where the growing DNIF community connects, interacts, shares and helps each other to grow and learn about the latest in threat hunting and many more...this time we have Mr. Ankit Panchal from NSDL who shall demonstrate an end to end demo of how you can achieve security maturity.
Learn more about DNIF KONNECT here - https://dnif.it/dnif-konnect.html
Learn more about DNIF KONNECT here - https://dnif.it/dnif-konnect.html
This presentation was delivered at BSides Augusta in September 2016. The A/V portion is available here: https://www.youtube.com/watch?v=i6p71t9PFWM
Abstract:
"We can all agree that threat ("Evil") detection is an essential component of a functioning security monitoring program. Let's start thinking about how to take our tradecraft to the next level and hunt for insecure conditions ("Ways for Evil to do Evil things") that might allow threat actors to succeed in their mission.
This talk will run through some of the observations gathered during hunting expeditions inside the networks of multiple Fortune-ranked organizations and challenge you to expand your security operations thinking beyond signature-based detection.
- What is Hunting?
- How have we done it?
- What have we found, and what should be done about those findings?
- How might you achieve similar outcomes in your own environment?"
Speakers:
- Jacqueline Stokes (@find_evil) is an infosec enthusiast who picked up hacking as a preteen and cut her teeth over multiple years in Iraq. Her ongoing mission is to assess and advise clients on the most actionable and forward-thinking methods to improve detection, response, and containment of advanced threats. Jackie likes long walks on the beach, 90's nostalgia, and is the president and founding member of the Kevin Mandia Fan Club.
- Danny Akacki (@dakacki) was a Lead Analyst with GE Capitals' Applied Intelligence team prior to his employment with Mandiant, and now works for Bank of America's hunt team. He is a pragmatic optimist and believes we are probably screwed, but hopes we aren't. Danny enjoys finding evil on the weekends.
- Stephen Hinck (@stephenhinck) is a Senior Security Analyst at Oracle, Inc. Stephen stumbled into the information security world years ago and has since only managed to dig his way deeper to the rabbit hole. With a background in security operations, incident response and threat hunting, Stephen's experience is multi-faceted. Although he enjoys many things, he absolutely hates writing silly bios like this one.
For organizations and individuals with limited security budgets, successfully hunting for cyber adversaries can be a daunting challenge. Threat Intelligence can be expensive and sometimes
nothing more than IoCs or blacklists. In this talk, Endgame’s threat research team will present a series of techniques that can enable organizations to leverage free or almost-free sources of
data and open-source tools to “hunt on the cheap.” They’ll explain how to: retrieve attackers’ tools from globally distributed honeynets that look like your organization or a juicy launching
point to attackers; enrich the data past basic file/tool hashes to identify malicious command and control IPs/domains through automated binary analysis using open-source sandboxes and tools; and use passive DNS data to identify active infections and enrich existing data sets. Attendees will learn how to apply these three techniques to hunt for adversaries within their own
networks. They will also learn about the various open-source solutions available, such as graph databases, that make these techniques inexpensive and within the scope of many organizations.
Anjum Ahuja, Senior Threat Researcher, Endgame
Jamie Butler, Chief Scientist, Endgame
Andrew Morris, Threat Researcher, Endgame
[HITCON 2020 CTI Village] Threat Hunting and Campaign Tracking Workshop.pptxChi En (Ashley) Shen
Speakers: Ashley Shen, Steve Su
This is a threat hunting and campaign tracking 101 workshop Ashley Shen (Google) and Steve (FireEye) prepared for the HITCON 2020 CTI Village. In this presentation we share the threat hunting concept with some basic techniques and explain the process and guidance for campaign tracking. The presentation was only 65 mins so we couldn't covered everything. However through this talk we hope to share our experience and insight to the beginners.
Malware analysis, threat intelligence and reverse engineeringbartblaze
In this presentation, I introduce the concepts of malware analysis, threat intelligence and reverse engineering. Experience or knowledge is not required.
Feel free to send me feedback via Twitter (@bartblaze) or email.
Blog post: https://bartblaze.blogspot.com/2018/02/malware-analysis-threat-intelligence.html
Labs: https://github.com/bartblaze/MaTiRe
Mind the disclaimer.
Burning Down the Haystack to Find the Needle: Security Analytics in ActionJosh Sokol
Your network is already compromised, but do you know how and by whom? Can you find them, remove them, and prevent them from getting back in again? In this presentation, we will examine actual attacks and indicators of compromise and show how, using some basic network flow pattern analysis, we can detect and prevent contemporary malware, advanced persistent threats (APTs), zero-day exploits and more. In addition, we will discuss how to feed this data into a security analytics program to create a new, broader perspective on the threats that your organization faces.
Over the past four years at National Instruments, we have been collecting tools to work cohesively as part of a larger security analytics platform. The goal of this presentation is to provide the attendee with the basic information that they need in order to build a security analytics program of their own. We will begin by talking about the problem of a lack of visibility within the enterprise environment. From there, we will talk about the traits that characterize a tool as being good for security analytics. Next, we will talk about the types of data that exists in the different tool sets and what types of questions they are good at answering. From there, we will talk about what it means to create patterns and analyze your data to find those specific patterns. Then, we will look at some specific analytics that are useful to run on a regular basis to find malware, misconfigured systems, APTs, and more. Lastly, we will talk about actionable (and even automated) next steps once we discover the patterns that we are looking for.
This talk will encourage audience participation by encouraging them to share what they are doing to perform security analytics and is appropriate for both novice and experienced security professionals.
This presentation was delivered at SkyDogCon 6 in October 2016. The A/V is available here: https://www.youtube.com/watch?list=PLLEf-wPc7Tyae19iTuzKOXmPj-IQBIWuU&v=mKxGulV2Z74
It is an updated version of the original deck presented at BSides Augusta 2016 - Added original content including information on use cases and added definition/clarity.
Abstract:
"We can all agree that threat ("Evil") detection is an essential component of a functioning security monitoring program. Let's start thinking about how to take our tradecraft to the next level and hunt for insecure conditions ("Ways for Evil to do Evil things") that might allow threat actors to succeed in their mission.
This talk will run through some of the observations gathered during hunting expeditions inside the networks of multiple Fortune-ranked organizations and challenge you to expand your security operations thinking beyond signature-based detection.
- What is Hunting?
- How have we done it?
- What have we found, and what should be done about those findings?
- How might you achieve similar outcomes in your own environment?"
Speakers:
- Jacqueline Stokes (@find_evil) is an infosec enthusiast who picked up hacking as a preteen and cut her teeth over multiple years in Iraq. Her ongoing mission is to assess and advise clients on the most actionable and forward-thinking methods to improve detection, response, and containment of advanced threats. Jackie likes long walks on the beach, 90's nostalgia, and is the president and founding member of the Kevin Mandia Fan Club.
After anomalous network traffic has been identified there can still be an abundance of results for an analyst to process. This presentation is for data scientist and network security professionals who want to increase the signal-to-noise.
Flare is a network analytic framework designed for data scientists, security researchers, and network professionals. Written in python, flare is designed for rapid prototyping and development of behavioral analytics. Flare comes with a collection of pre-built utility functions useful for performing feature extraction.
Using flare, we'll walk through identifying Domain Generation Algorithms (DGA) commonly used in malware and how to reduce the dataset to a manageable amount for security professionals to process.
We'll also explore flare's beaconing detection which can be used with the output from popular Intrusion Detection System (IDS) frameworks.
More information on flare can be found at https://github.com/austin-taylor/flare
www.austintaylor.io
Threat hunting and achieving security maturityDNIF
In this virtual meetup of DNIF KONNNECT (04.04.2019), where the growing DNIF community connects, interacts, shares and helps each other to grow and learn about the latest in threat hunting and many more...this time we have Mr. Ankit Panchal from NSDL who shall demonstrate an end to end demo of how you can achieve security maturity.
Learn more about DNIF KONNECT here - https://dnif.it/dnif-konnect.html
Learn more about DNIF KONNECT here - https://dnif.it/dnif-konnect.html
This presentation was delivered at BSides Augusta in September 2016. The A/V portion is available here: https://www.youtube.com/watch?v=i6p71t9PFWM
Abstract:
"We can all agree that threat ("Evil") detection is an essential component of a functioning security monitoring program. Let's start thinking about how to take our tradecraft to the next level and hunt for insecure conditions ("Ways for Evil to do Evil things") that might allow threat actors to succeed in their mission.
This talk will run through some of the observations gathered during hunting expeditions inside the networks of multiple Fortune-ranked organizations and challenge you to expand your security operations thinking beyond signature-based detection.
- What is Hunting?
- How have we done it?
- What have we found, and what should be done about those findings?
- How might you achieve similar outcomes in your own environment?"
Speakers:
- Jacqueline Stokes (@find_evil) is an infosec enthusiast who picked up hacking as a preteen and cut her teeth over multiple years in Iraq. Her ongoing mission is to assess and advise clients on the most actionable and forward-thinking methods to improve detection, response, and containment of advanced threats. Jackie likes long walks on the beach, 90's nostalgia, and is the president and founding member of the Kevin Mandia Fan Club.
- Danny Akacki (@dakacki) was a Lead Analyst with GE Capitals' Applied Intelligence team prior to his employment with Mandiant, and now works for Bank of America's hunt team. He is a pragmatic optimist and believes we are probably screwed, but hopes we aren't. Danny enjoys finding evil on the weekends.
- Stephen Hinck (@stephenhinck) is a Senior Security Analyst at Oracle, Inc. Stephen stumbled into the information security world years ago and has since only managed to dig his way deeper to the rabbit hole. With a background in security operations, incident response and threat hunting, Stephen's experience is multi-faceted. Although he enjoys many things, he absolutely hates writing silly bios like this one.
2023 NCIT: Introduction to Intrusion DetectionAPNIC
APNIC Senior Security Specialist Adli Wahid presents an Introduction to Intrusion Detection at the 2023 NCIT, held in Suva, Fiji from 17 to 18 August 2023.
All These Sophisticated Attacks, Can We Really Detect Them - PDFMichael Gough
Can we really detect advanced attacks? This session walks through 4 published attacks to point out what we can learn and detect using malware management, some cheat sheets and Security 101. LOG-MD, FILE-MD, Malware Archaeology
Attackers don’t just search for technology vulnerabilities, they take the easiest path and find the human vulnerabilities. Drive by web attacks, targeted spear phishing, and more are commonplace today with the goal of delivering custom malware. In a world where delivering custom advanced malware that handily evades signature and blacklisting approaches, and does not depend on application software vulnerabilities, how do we understand when are environments are compromised? What are the telltale signs that compromise activity has started, and how can we move to arrest a compromise in progress before the attacker laterally moves and reinforces their position? The penetration testing community knows these signs and artifacts of advanced malware presence, and it is up to us to help educate defenders on what to look for.
Cambodia CERT Seminar: Incident response for ransomeware attacksAPNIC
Senior Security Specialist Adli Wahid presents on incident response for ransomeware attacks at the Cambodia CERT Seminar, held online on 13 August 2021.
Threat Hunting Professional Online Training CourseShivamSharma909
In Infosectrain, Grab the Threat Hunting Training to achieve a deep understanding of Threat Hunting techniques and the role of Threat Hunters. Our training is curated with the in-depth concepts of Threat Hunting methods and helps you to get certified for the Cyber Threat Hunting Professional exam.
https://www.infosectrain.com/courses/threat-hunting-training/
MMIX Peering Forum and MMNOG 2020: Packet Analysis for Network SecurityAPNIC
APNIC Senior Network Analyst/Technical Trainer Warren Finch presents on packet analysis for network security at the MMIX Peering Forum and MMNOG 2020 in Yangon, Myanmar, from 13 to 17 January 2020.
The New Pentest? Rise of the Compromise AssessmentInfocyte
If an attacker had a foothold in your network today, would you know it?
If they made it past your real-time defense measures (EDR, EPP, AV, UEBA, firewalls, etc.) or an analyst misinterpreted a critical alert, chances are they've entrenched themselves for the long haul. Skilled and organized attackers know long-term persistence in your network is the most critical component to meeting their goal of stealing information, causing damage, or pivoting attacks on other organizations.
Threat hunting is the proactive practice of finding attackers in your environment before they can cause damage (or at least stop the bleeding from continued exposure). Unfortunately, effective threat hunting practices remain out-of-reach for most organizations due to lack of security infrastructure and qualified people to manage advanced endpoint security solutions.
One solution to this problem is to hire a third party to conduct a periodic assessment geared toward discovery of unauthorized access and compromised systems. This is called a "compromise assessment" and just recently compromise assessments have become one of the most requested services from top security service providers.
Customers don’t want to just know if they can be hacked (a good penetration tester will generally conclude “yes”) they want to know if they ARE hacked—right now—and if so, what endpoints/hosts/servers on their network are compromised.
In this presentation, which was originally prepared for Black Hat 2018, Chris Gerritz outlines the growing practice of compromise assessments and the best practices being utilized by some of the largest and most sophisticated managed security service providers (MSSPs) with this offering.
What approaches are most effective?
What data is being utilized?
What are some of the top challenges?
To request a free 100-node compromise assessment or to learn more about Infocyte HUNT — our comprehensive threat hunting platform — and start a free trial, please visit https://try.infocyte.com.
Blackhat 2018 - The New Pentest? Rise of the Compromise AssessmentChristopher Gerritz
Slides to the talk delivered at Blackhat USA 2018. "The New Pentest? Rise of the Compromise Assessment" discusses the rising trend of breach discovery and threat hunting engagements delivered by a 3rd party. Additionally, I recommend specific technology and methodologies in order to deliver this service most efficiently and effectively.
https://www.youtube.com/watch?v=2ocAdstunk8
Running Head Security Assessment Repot (SAR) .docxSUBHI7
Running Head: Security Assessment Repot (SAR) 1
Security Assessment Report (SAR) 27
Intentionally left blank
Security Assessment Report (SAR)
CHOICE OF ORGANIZATION IS UNIVERSITY OF MARYLAND MEDICAL CENTER (UMMC) OR A FICTITIUOS ORGANIZATION (BE CREATIVE)
Introduction
· Research into OPM security breach.
· What prompts this assessment exercise in our choice of organization? “but we have a bit of an emergency. There's been a security breach at the Office of Personnel Management. need to make sure it doesn't happen again.
· What were the hackers able to do? OPM OIG report and found that the hackers were able to gain access through compromised credentials
· How could it have been averted? A) security breach could have been prevented, if the Office of Personnel Management, or OPM, had abided by previous auditing reports and security findings.b) access to the databases could have been prevented by implementing various encryption schemas and c) could have been identified after running regularly scheduled scans of the systems.
Organization
· Describe the background of your organization, including the purpose, organizational structure,
· Diagram of the network system that includes LAN, WAN, and systems (use the OPM systems model of LAN side networks), the intra-network, and WAN side networks, the inter-net.
· Identify the boundaries that separate the inner networks from the outside networks.
· include a description of how these platforms are implemented in your organization: common computing platforms, cloud computing, distributed computing, centralized computing, secure programming fundamentals (cite references)
Threats Identification
Start Reading: Impact of Threats
The main threats to information system (IS) security are physical events such as natural disasters, employees and consultants, suppliers and vendors, e-mail attachments and viruses, and intruders.
Physical events such as fires, earthquakes, and hurricanes can cause damage to IT systems. The cost of this damage is not restricted to the costs of repairs or new hardware and software. Even a seemingly simple incident such as a short circuit can have a ripple effect and cost thousands of dollars in lost earnings.
Employees and consultants; In terms of severity of impact, employees and consultants working within the organization can cause the worst damage. Insiders have the most detailed knowledge of how the information systems are being used. They know what data is valuable and how to get it without creating tracks.
Suppliers and vendors; Organizations cannot avoid exchanging information with vendors, suppliers, business partners, and customers. However, the granting of access rights to any IS or network, if not done at the proper level—that is, at the least level of privilege—can leave the IS or ne ...
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
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/
Welocme to ViralQR, your best QR code generator.ViralQR
Welcome to ViralQR, your best QR code generator available on the market!
At ViralQR, we design static and dynamic QR codes. Our mission is to make business operations easier and customer engagement more powerful through the use of QR technology. Be it a small-scale business or a huge enterprise, our easy-to-use platform provides multiple choices that can be tailored according to your company's branding and marketing strategies.
Our Vision
We are here to make the process of creating QR codes easy and smooth, thus enhancing customer interaction and making business more fluid. We very strongly believe in the ability of QR codes to change the world for businesses in their interaction with customers and are set on making that technology accessible and usable far and wide.
Our Achievements
Ever since its inception, we have successfully served many clients by offering QR codes in their marketing, service delivery, and collection of feedback across various industries. Our platform has been recognized for its ease of use and amazing features, which helped a business to make QR codes.
Our Services
At ViralQR, here is a comprehensive suite of services that caters to your very needs:
Static QR Codes: Create free static QR codes. These QR codes are able to store significant information such as URLs, vCards, plain text, emails and SMS, Wi-Fi credentials, and Bitcoin addresses.
Dynamic QR codes: These also have all the advanced features but are subscription-based. They can directly link to PDF files, images, micro-landing pages, social accounts, review forms, business pages, and applications. In addition, they can be branded with CTAs, frames, patterns, colors, and logos to enhance your branding.
Pricing and Packages
Additionally, there is a 14-day free offer to ViralQR, which is an exceptional opportunity for new users to take a feel of this platform. One can easily subscribe from there and experience the full dynamic of using QR codes. The subscription plans are not only meant for business; they are priced very flexibly so that literally every business could afford to benefit from our service.
Why choose us?
ViralQR will provide services for marketing, advertising, catering, retail, and the like. The QR codes can be posted on fliers, packaging, merchandise, and banners, as well as to substitute for cash and cards in a restaurant or coffee shop. With QR codes integrated into your business, improve customer engagement and streamline operations.
Comprehensive Analytics
Subscribers of ViralQR receive detailed analytics and tracking tools in light of having a view of the core values of QR code performance. Our analytics dashboard shows aggregate views and unique views, as well as detailed information about each impression, including time, device, browser, and estimated location by city and country.
So, thank you for choosing ViralQR; we have an offer of nothing but the best in terms of QR code services to meet business diversity!
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
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
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
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The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
2. Types ofThreat Hunting
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1. IOC Based Threat Hunting
2. Hypotheses Based Threat Hunting
3. Baseline Based Threat Hunting
4. Anomaly Based Threat Hunting
3. IOC BasedThreat Hunting
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• Hunting based on Indicators of Compromise (IOC) collected from Threat
Intelligence
• More like into Compromise Assessment
• Checking whether the IOC is present in the environment
• Checking on Specific ThreatActor or Specific Threat Intel Report
4. Hypotheses BasedThreat Hunting
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• Creating a hypotheses for certain TTPs
• e.g : Hypotheses for hunting on endpoint, hypotheses for hunting on
network,
• Leverage Framework such as MITRE ATT&CK Framework for creating
hypotheses on TTPs of Threat Actor
• Defining specific asset for hunting (such as Crown Jewel Asset)
5. Baseline BasedThreat Hunting
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• Detect something haven’t seen before based on baseline data in the
environment
• Needs larger set of data available about your infra for creating the baseline
• Sometimes triggers lot of False Positives
• Quite effective to spot changes in your infra
6. Anomaly BasedThreat Hunting
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• Siting through the log data available for the threat hunters to spot
irregularities that might be malicious
• Additionally applying patterns on your infra
• Quite useful in Fraud detection
8. Use Case 1 : Process Spawn cmd.exe
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MITRE Reference : CAR-2013-02-003 https://car.mitre.org/analytics/CAR-2013-02-003/ : Processes
Spawning cmd.exe
• Hypothesis : The Windows Command Prompt (cmd.exe) is a utility that provides command line
interface to Windows operating systems. It provides the ability to run additional programs and also has
several built-in commands such as dir, copy, mkdir, and type, as well as batch scripts (.bat).
• Typically, when a user runs a command prompt, the parent process is explorer.exe or another instance
of the prompt. There may be automated programs, logon scripts, or administrative tools that launch
instances of the command prompt in order to run scripts or other built-in commands. Spawning the
process cmd.exe from certain parents may be more indicative of malice.
• Example Use Case Hunting : if Adobe Reader or Outlook launches a command shell, this may
suggest that a malicious document has been loaded and should be investigated. Thus, by looking for
abnormal parent processes of cmd.exe, it may be possible to detect adversaries.
9. UseCase 2 : RDPActivities
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MITRE Reference: CAR-2016-04-005: https://car.mitre.org/wiki/CAR-2016-04-005
• Hypothesis:A remote desktop logon, through RDP, may be typical of a system
administrator or IT support, but only from select workstations.
• Monitoring remote desktop logons and comparing to known/approved originating systems
can detect lateral movement of an adversary.
• Example Use Case Hunting :
Looking for Successful RDP Login not from your Country GeoIP login and after office hour
10. Use Case 3 : StoppingWindows Defensive
Services
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MITRE Reference: CAR-2016-04-003: https://car.mitre.org/wiki/CAR-2016-04-003
• Hypothesis: Spyware and malware remain a serious problem and Microsoft developed
security services, Windows Defender and Windows Firewall, to combat this threat. In the
event Windows Defender or Windows Firewall is turned off, administrators should correct
the issue immediately to prevent the possibility of infection or further infection and
investigate to determine if caused by crash or user manipulation.
• Example Use Case Hunting :
Antivirus services stopped not long after there is a successful logon from internal network via
network services
11. UseCase 4 :Task
Scheduler
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MITRE Reference:
CAR-2020-09-001 : Scheduled Task – FileAccess: https://car.mitre.org/analytics/CAR-2020-09-001/
• Hypothesis: In order to gain persistence, privilege escalation, or remote execution, an adversary
may use the Windows Task Scheduler to schedule a command to be run at a specified time, date,
and even host. Task Scheduler stores tasks as files in two locations - C:WindowsTasks (legacy)
or C:WindowsSystem32Tasks. Accordingly, this analytic looks for the creation of task files in
these two locations.
• Example Use Case Hunting :
a. Task Scheduler running from a suspicious folder location (e.g : C:Users.. ; C:Windowstemp)
b. T
ask Scheduler running using suspicious Scripting Utilities (LOLBAS) : cscript.exe,
rundll32.exe, mshta.exe, powershell.exe, regsvr32.exe
12. Use Case 5 : Credential Dumping via
WindowsTask Manager
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MITRE Reference:
CAR-2020-09-001 : Credential Dumping via Windows Task Manager :
https://car.mitre.org/analytics/CAR-2019-08-001/
• Hypothesis : The Windows Task Manager may be used to dump the memory space of
lsass.exe to disk for processing with a credential access tool such as Mimikatz. This is
performed by launching Task Manager as a privileged user, selecting lsass.exe, and clicking
“Create dump file”. This saves a dump file to disk with a deterministic name that includes the
name of the process being dumped.
• Example Use Case Hunting :
Hunting for File Creation (thinking about Sysmon Event ID 11 for example), with the process
image is taskmgr.exe
13. Case Study End to EndThreat Hunting
Process
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Threat Hunters defined the Hypotheses and Start Hunting
1. Hypotheses 1 : User visiting malicious website from Phishing Email
2. Hypotheses 2 : User downloading malicious file after visiting the Malicious Website (Drive
by Download maybe?
3. Hypotheses 3 : Malware Run on the User System after being downloaded
4. Hypotheses 4 : Malware doing persistence mechanism on Infected / Exploited Machine
5. Hypotheses 5 : Malware contacting Command and Control Server
6. Hypotheses 6 : ThreatActor exfiltrate Sensitive document to Command and Control Server
7. Hypotheses 7 : Sensitive Data Leaked on the Internet
14. Hypotheses 1 : User visiting malicious
website from Phishing Email
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• Data Source for Hunting
– Passive DNS Log, DNS Server Log, Proxy Log, NGFW Log, Sysmon Log,
Email Log, Mail Security Gateway Log
• Platform for Hunting
– SIEM, Security Analytics Platform
• Analysis and Enrichment Data
– DNSTwist, Phishing Domain List, Threat Intelligence Feeds, VirusTotal,
HybridAnalysis, URL / Domain Sandbox Analysis
15. Hypotheses 2 : User downloading malicious file after visiting the
MaliciousWebsite (Drive by Download maybe?)
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• Data Source for Hunting
– Passive DNS Log, DNS Server Log, Proxy Log, NGFW Log, Sysmon Log,
• Platform for Hunting
– SIEM, Security Analytics Platform,
• Analysis and Enrichment Data
– Threat Intelligence Feeds, Alexa top 1M Domain, VirusTotal,
HybridAnalysis, URL / Domain Sandbox Analysis, Blacklisted Domain
Checker
16. Hypotheses 3 : Malware Run on the User
System after being downloaded
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• Data Source for Hunting
– Prefetch, Shimcache, Amcache, Process Running, Volatile Data
(Memory), Sysmon,Auditd,
• Platform for Hunting
– SIEM, Security Analytics Platform, EDR
• Analysis and Enrichment Data
– File Hash of Process Executed, Parent-Child Process Analysis(SANS Find
Evil Poster as Reference), Folder Location of Executables, Signed of
Binary Files, VirusTotal, HybridAnalysis,
17. Hypotheses 4 : Malware doing persistence
mechanism on Infected / Exploited
Machine
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• Data Source for Hunting
– ASEP (Auto Start Extensibility Points), Registry, Startup Services and
Folder, Task Scheduler, Cron Job,
• Platform for Hunting
– SIEM, Security Analytics Platform, EDR
• Analysis and Enrichment Data
– Signature Check, Autoruns Sysinternals, File Hash Check, Date of
Creation,
18. Hypotheses 5 : Malware contacting
Command and Control Server
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• Data Source for Hunting
– Netflow, Firewall Log, NGFW Log, IDS, Proxy Logs, Full Packet Capture,
DNS Log
• Platform for Hunting
– SIEM, Security Analytics Platform, NDR, XDR,
• Analysis and Enrichment Data
– Date of Creation Domain, SSL Cert Attribute Checks, JA3 SSL Fingerprint,
GeoIP Location Data, Threat Intelligence Feeds
19. Hypotheses 6 :ThreatActor exfiltrate
Sensitive document toCommand and
Control Server
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• Data Source for Hunting
– Netflow, Firewall Log, NGFW Log, IDS, Proxy Logs, Full Packet Capture,
DNS Log
• Platform for Hunting
– SIEM, Security Analytics Platform, NDR, XDR,
• Analysis and Enrichment Data
– Date of Creation Domain, SSL Cert Attribute Checks, JA3 SSL Fingerprint,
GeoIP Location Data, Threat Intelligence Feeds
20. Hypotheses 7 : Sensitive Data Leaked on the
Internet
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• Data Source for Hunting
– OSINT, Dark Web Search, Underground Forum, Threat Intelligence Feeds
• Platform for Hunting
– Threat Intelligence Platform
• Analysis and Enrichment Data
– Pastebin, Github, Honeypot
22. Threat
Intelligence
• Threat intelligence, or cyber threat intelligence, is information an organization
uses to understand the threats that have, will, or are currently targeting the
organization.
• By identifying the threat actors the organization may be targeted by, defenses and
monitoring solutions can be created to better protect from attacks.
• Threat Hunting is also closely associated withThreat Intelligence, as hunting is the
process of using intelligence to search for evidence of sophisticated threat actors,
who are already in the network
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23. Benefit ofThreat
Intelligence
• By identifying relevant threat actors, and consuming intelligence from a number
of sources, aThreat Intelligence function can help the business better understand
risks from cyber-attacks. In short, it helps security teams focus on attackers that
are likely to target the organization, and work to develop defences and other
measures to prevent or limit the impact of attacks.
• ThreatActors have the skills, knowledge, and resources to evade most of security
perimeter and tools owned by the organizations.That is why it is quite important
to keep up to date with their tactics, and develop unique solutions to detect,
response and prevent them to get into our network.
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24. Indicator of Compromise
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IOCs are artifacts that have been
identified as acting maliciously or attributed to
threat actors. Some of the most common ones
include
• IP Addresses : An IP that has been
observed doing a scanning or exploitation
to our network
• Domains : A domain that hosts a
credential harvesting site or hosting
malicious payload
• Email Addresses :An email address that
has been sending phishing emails with a
malicious attachment
• File Names : Malicious file names
dropped by the attacker during the
compromised
• File Hashes : The unique hash of a piece
of malware / malicious tools used by threat
actors
26. Threat Intelligence andThreat
Hunting
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• Threat intelligence and threat hunting are two distinct security area that can
be complimentary for each other. For example, threat intelligence can make
up a small portion of the threat hunting process. However, subscribing to a
threat intelligence feed does not automatically satisfy the need to threat hunt
your network. A proper threat hunt can identify threats even when they have
not yet been seen in the wild.