You have spent a ton of money on your security infrastructure. But how do you string all those things together so you can achieve your goals of reducing time to response, detecting, preventing threats. And most importantly, having your security team serve your business and mission. Learn how to organize your security resources to get the best benefit. See a live demonstration of operationalizing those resources so your security teams can do more for your organization.
The ongoing cyber-war has a front line and that is the endpoint. In this session, you'll learn various methods to improve endpoint security with the Splunk Universal Forwarder and with commercial endpoint solutions. You can gain critical, timely, detailed information about what's happening on your desktops, laptops, hosts, and POS systems. You can correlate this data to network, threat intel, and other data sources. You'll learn how filesystem details, processes, services, hashes, ports, registry settings and more can be used to detect attackers. This will help any organization using Splunk to greatly improve their security posture.
SplunkLive Sydney Machine Learning & AnalyticsSplunk
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
SplunkLive Melbourne Splunk for Operational Security Intelligence Splunk
You have spent a ton of money on your security infrastructure. But how do you string all those things together so you can achieve your goals of reducing time to response, detecting, preventing threats. And most importantly, having your security team serve your business and mission. Learn how to organize your security resources to get the best benefit. See a live demonstration of operationalizing those resources so your security teams can do more for your organization.
SplunkLive Perth Enterprise Security & User Behavior AnalyticsGabrielle Knowles
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
The ongoing cyber-war has a front line and that is the endpoint. In this session, you'll learn various methods to improve endpoint security with the Splunk Universal Forwarder and with commercial endpoint solutions. You can gain critical, timely, detailed information about what's happening on your desktops, laptops, hosts, and POS systems. You can correlate this data to network, threat intel, and other data sources. You'll learn how filesystem details, processes, services, hashes, ports, registry settings and more can be used to detect attackers. This will help any organization using Splunk to greatly improve their security posture.
SplunkLive Sydney Machine Learning & AnalyticsSplunk
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
SplunkLive Melbourne Splunk for Operational Security Intelligence Splunk
You have spent a ton of money on your security infrastructure. But how do you string all those things together so you can achieve your goals of reducing time to response, detecting, preventing threats. And most importantly, having your security team serve your business and mission. Learn how to organize your security resources to get the best benefit. See a live demonstration of operationalizing those resources so your security teams can do more for your organization.
SplunkLive Perth Enterprise Security & User Behavior AnalyticsGabrielle Knowles
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
SplunkLive Canberra Enterprise Security & User Behavior AnalyticsGabrielle Knowles
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
SplunkLive Sydney Enterprise Security & User Behavior AnalyticsGabrielle Knowles
Leverage the Splunk architecture to provide the best possible performance. Whether deploying on premise, in the cloud or on Splunk Cloud, this session will guide you through scenarios that will assist in getting the best from all these options. The agenda also covers how you can plan your searches and reporting to provide the best results for your end users.
SplunkLive Brisbane Splunk for Operational Security IntelligenceGabrielle Knowles
You have spent a ton of money on your security infrastructure. But how do you string all those things together so you can achieve your goals of reducing time to response, detecting, preventing threats. And most importantly, having your security team serve your business and mission. Learn how to organize your security resources to get the best benefit. See a live demonstration of operationalizing those resources so your security teams can do more for your organization.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
5 Ways to Improve your Security Posture with Splunk Enterprise SecuritySplunk
Hundreds of leading security teams use Splunk Enterprise and Splunk Enterprise Security (ES) as a big data SIEM plus much more to better protect against today's cyberthreats.
The solution includes pre-built, powerful content, technologies and capabilities to help security professionals quickly detect, investigate, and defeat external and internal threats.
This webinar introduced five ways Splunk ES can help security teams:
1. Detect external, advanced threats in real-time
2. Identify insider threats faster
3. Use free, external threat intelligence to find known threats
4. Accelerate incident investigations
5. Identify and report on cyberthreats with advanced visualizations and analytics
SplunkLive Melbourne Enterprise Security & User Behavior AnalyticsGabrielle Knowles
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
Accelerate Troubleshooting and Reinvent Monitoring with Interactive Visualiza...Splunk
Time is money, especially when it’s downtime impacting your services. Splunk IT Service Intelligence (ITSI) introduces an enhanced troubleshooting and monitoring experience that enables you to visually investigate issues and prevent outages, faster than ever before.
Thiis demo-rich webinar helps you to understand how you can use Splunk ITSI to:
- Speed up investigations by organizing and correlating relevant metrics and events into “swim lanes”
- Compare performance over time with real-time performance to understand trends and identify systemic issues
- Identify and alert on notable events by creating predefined correlation searches
SplunkLive Canberra Enterprise Security & User Behavior AnalyticsGabrielle Knowles
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
SplunkLive Sydney Enterprise Security & User Behavior AnalyticsGabrielle Knowles
Leverage the Splunk architecture to provide the best possible performance. Whether deploying on premise, in the cloud or on Splunk Cloud, this session will guide you through scenarios that will assist in getting the best from all these options. The agenda also covers how you can plan your searches and reporting to provide the best results for your end users.
SplunkLive Brisbane Splunk for Operational Security IntelligenceGabrielle Knowles
You have spent a ton of money on your security infrastructure. But how do you string all those things together so you can achieve your goals of reducing time to response, detecting, preventing threats. And most importantly, having your security team serve your business and mission. Learn how to organize your security resources to get the best benefit. See a live demonstration of operationalizing those resources so your security teams can do more for your organization.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
5 Ways to Improve your Security Posture with Splunk Enterprise SecuritySplunk
Hundreds of leading security teams use Splunk Enterprise and Splunk Enterprise Security (ES) as a big data SIEM plus much more to better protect against today's cyberthreats.
The solution includes pre-built, powerful content, technologies and capabilities to help security professionals quickly detect, investigate, and defeat external and internal threats.
This webinar introduced five ways Splunk ES can help security teams:
1. Detect external, advanced threats in real-time
2. Identify insider threats faster
3. Use free, external threat intelligence to find known threats
4. Accelerate incident investigations
5. Identify and report on cyberthreats with advanced visualizations and analytics
SplunkLive Melbourne Enterprise Security & User Behavior AnalyticsGabrielle Knowles
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
Accelerate Troubleshooting and Reinvent Monitoring with Interactive Visualiza...Splunk
Time is money, especially when it’s downtime impacting your services. Splunk IT Service Intelligence (ITSI) introduces an enhanced troubleshooting and monitoring experience that enables you to visually investigate issues and prevent outages, faster than ever before.
Thiis demo-rich webinar helps you to understand how you can use Splunk ITSI to:
- Speed up investigations by organizing and correlating relevant metrics and events into “swim lanes”
- Compare performance over time with real-time performance to understand trends and identify systemic issues
- Identify and alert on notable events by creating predefined correlation searches
Threat modeling web application: a case studyAntonio Fontes
TAM is a security activity conducted early in the development lifecycle, when we only have ideas, early design specifications and no source code is produced yet. It helps identify major threats to your web application and their appropriate countermeasures.
This session focuses on an introduction to the threat modeling technique through a case study on an online newspaper platform.
Event: Confoo 2011 Montreal
Deception-Triggered Security Data Science to Detect Adversary MovementsSatnam Singh
Deception-triggered security data science is a novel paradigm where we marry deception and security data science together to enhance security incident analysis. We deploy deception sensors (consisting of multiple low and high honeypots) that can emulate at various stages, e.g., network, endpoint, application, data, and servers. Whenever an adversary tripped over these sensors, we initiate an alert and correlate with data from other hosts and users to construct an adversary trajectory graph. The graph enhances the capabilities of security analysts to get better insights about adversary movements and hosts that may also be compromised. This talk is a must for security data researchers, security analysts, and security practitioners. We will share some case studies from our deployments along with a live demo of our Splunk App.
Webinar: Splunk Enterprise Security Deep Dive: AnalyticsSplunk
Splunk Enterprise Security (ES) ist ein Analytics-getriebenes SIEM, das Security Operations Teams erfolgreich bei der Gefahrenbekämpfung unterstützt. Aber wussten Sie auch schon, dass es aus einem Framework aufgebaut ist, das ganz individuell genutzt werden kann, um spezifische Sicherheitsanforderungen angehen zu können?
In unserem Webinar zeigen wir Ihnen die technischen Details hinter dem ES-Framework:
- Asset- und Identitäts-Korrelationen
- beachtenswerte Events
- Threat intelligence
- Risikoanalyse
- Investigation und Adaptive Response
Wir werden Alltags-Beispiele besprechen und Ihnen anhand einer Demo die Schlüssel-Frameworks zeigen, die Ihnen dabei helfen werden, Securityprobleme zu lösen.
The ongoing cyber-war has a front line and that is the endpoint. In this session, you'll learn various methods to improve endpoint security with the Splunk Universal Forwarder and with commercial endpoint solutions. You can gain critical, timely, detailed information about what's happening on your desktops, laptops, hosts, and POS systems. You can correlate this data to network, threat intel, and other data sources. You'll learn how filesystem details, processes, services, hashes, ports, registry settings and more can be used to detect attackers. This will help any organization using Splunk to greatly improve their security posture.
What is Splunk? At the end of this session you’ll have a high-level understanding of the pieces that make up the Splunk Platform, how it works, and how it fits in the landscape of Big Data. You’ll see practical examples that differentiate Splunk while demonstrating how to gain quick time to value.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
Splunk is a powerful platform for understanding your data. The preview of the Machine Learning Toolkit and Showcase App extends Splunk with a rich suite of advanced analytics and machine learning algorithms, which are exposed via an API and demonstrated in a showcase. In this session, we'll present an overview of the app architecture and API and then show you how to use Splunk to easily perform a wide variety of tasks, including outlier detection, predictive analytics, event clustering, and anomaly detection. We’ll use real data to explore these techniques and explain the intuition behind the analytics.
SplunkLive Melbourne Enterprise Security & User Behaviour Analytics Splunk
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
SplunkLive Sydney Enterprise Security & User Behaviour AnalyticsSplunk
This session will review Splunk’s two premium solutions for information security organizations: Splunk for Enterprise Security (ES) and Splunk User Behavior Analytics (UBA). Splunk ES is Splunk's award-winning security intelligence solution that brings immediate value for continuous monitoring across SOC and incident response environments – allowing you to quickly detect and respond to external and internal attacks, simplifying threat management while decreasing risk. Splunk UBA is a new technology that applies unsupervised machine learning and data science to solving one of the biggest problems in information security today: insider threat. You’ll learn how Splunk UBA works in tandem with ES, or third-party data sources, to bring significant automated analytical power to your SOC and Incident Response teams. We’ll discuss each solution and see them integrated and in action through detailed demos.
.conf Go 2023 - Das passende Rezept für die digitale (Security) Revolution zu...Splunk
.conf Go 2023 presentation:
"Das passende Rezept für die digitale (Security) Revolution zur Telematik Infrastruktur 2.0 im Gesundheitswesen?"
Speaker: Stefan Stein -
Teamleiter CERT | gematik GmbH M.Eng. IT-Sicherheit & Forensik,
doctorate student at TH Brandenburg & Universität Dresden
.conf Go 2023 presentation:
De NOC a CSIRT
Speakers:
Daniel Reina - Country Head of Security Cellnex (España) & Global SOC Manager Cellnex
Samuel Noval - Global CSIRT Team Leader, Cellnex
Splunk - BMW connects business and IT with data driven operations SRE and O11ySplunk
BMW is defining the next level of mobility - digital interactions and technology are the backbone to continued success with its customers. Discover how an IT team is tackling the journey of business transformation at scale whilst maintaining (and showing the importance of) business and IT service availability. Learn how BMW introduced frameworks to connect business and IT, using real-time data to mitigate customer impact, as Michael and Mark share their experience in building operations for a resilient future.
Data foundations building success, at city scale – Imperial College LondonSplunk
Universities have more in common with modern cities than traditional places of learning. This mini city needs to empower its citizens to thrive and achieve their ambitions. Operationalising data is key to building critical services; from understanding complex IT estates for smarter decision-making to robust security and a more reliable, resilient student experience. Juan will share his experience in building data foundations for a resilient future whilst enabling digital transformation at Imperial College London.
Splunk: How Vodafone established Operational Analytics in a Hybrid Environmen...Splunk
Learn how Vodafone has provided end-to-end visibility across services by building an Operational Analytics Platform. In this session, you will hear how Stefan and his team manage legacy, on premise, hybrid and public cloud services, and how they are providing a platform for complex triage and debugging to tackle use cases across Vodafone’s extensive ecosystem.
.italo operates an Essential Service by connecting more than 100 million people annually across Italy with its super fast and secure railway. And CISO Enrico Maresca has been on a whirlwind journey of his own.
Formerly a Cyber Security Engineer, Enrico started at .italo as an IT Security Manager. One year later, he was promoted to CISO and tasked with building out – and significantly increasing the maturity level – of the SOC. The result was a huge step forward for .italo.
So how did he successfully achieve this ambitious ask? Join Enrico as he reveals the key insights and lessons learned in his SOC journey, including:
Top challenges faced in improving security posture
Key KPIs implemented in order to measure success
Strategies and approaches applied in the SOC
How MITRE ATT&CK and Splunk Enterprise Security were utilised
Next steps in their maturity journey ahead
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
3. Agenda
• An overview of the Splunk security universe
• Using lookup files to enhance your security posture - A.K.A. threat intelligence
• The Common information model
• 6 windows event ID’s to tackle advanced attacks
• "Best of" Security related splunkbase apps
5. New approach to security operations is needed
• Human directed
• Goal-oriented
• Dynamic (adjust to changes)
• Coordinated
• Multiple tools & activities
• New evasion techniques
• Fusion of people, process, &
technology
• Contextual and behavioral
• Rapid learning and response
• Share info & collaborate
• Analyze all data for relevance
• Leverage IOC & Threat Intel
THREAT Attack Approach Security Approach
5
TECHNOLOGY
PEOPLE
PROCESS
37. • Pivot is an excellent interface to explore a
dataset you don’t know yet – or for a business
user
• Tstats can search distributed .tsidx files
(accelerated DM’s)
• Use the search term – FROM
datamodel=<datamodelname>
• For example:
• | tstats avg(foo) FROM
datamodel=buttercup_games WHERE
bar=valuex
• You should expect dramatically faster search
results using this method
Tstats and/or pivot– use them!
49. • Building block for URL manipulation
• Correctly parse URL’s and complicated TLD’s
• Explore entropy of data
• Also great for DNS investigation
• The domain aaaaa.com has a Shannon
Entropy score of 1.8 (very low)
• The domain google.com has a Shannon
Entropy score of 2.6 (rather low)
• A00wlkj—(-a.aslkn-C.a.2.sk.esasdfasf1111)-
890209uC.4.com has a Shannon Entropy
score of 3 (rather high)