MIDAS uses unsupervised learning to detect anomalies in a streaming manner in real-time and has become a new baseline. It was designed keeping in mind the way recent sophisticated attacks occur. MIDAS can be used to detect intrusions, Denial of Service (DoS), Distributed Denial of Service (DDoS) attacks, financial fraud and fake ratings. MIDAS combines a chi-squared goodness-of-fit test with the Count-Min-Sketch (CMS) streaming data structures to get an anomaly score for each edge. It then incorporates temporal and spatial relations to achieve better performance. MIDAS provides theoretical guarantees on the false positives and is three orders of magnitude faster than existing state of the art solutions.

Check out MIDAS at https://github.com/Stream-AD/MIDAS

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Show Notes: https://wiki.securityweekly.com/psw660

The Gravwell Data Fusion platform is releasing a major update this week. New features make analyzing logs and network data much easier for new users while still keeping the raw power of a unix-like search query pipeline for power users. Gravwell is free for community use and during launch week if you sign up for CE we're bumping the data cap up to 4 GB/day.

This segment is sponsored by Gravwell. Visit https://securityweekly.com/gravwell to learn more about them!

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Show Notes: https://wiki.securityweekly.com/psw660

Neira Jones discusses how financial services deals with PCI-DSS, other compliance standards, fraud and cyber crime.

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Show Notes: https://securityweekly.com/esw192

Learn about a new paradigm dubbed immutable security. What is immutable security? Why has it become more important than before? Infrastructure is being build and deployed with code, hence we can use this to our advantage and build security in from the start as we've always intended!

This segment is sponsored by Accurics. Visit https://securityweekly.com/accurics to learn more!

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Show Notes: https://securityweekly.com/esw192

Attivo Networks EDN enhancements prevent attackers from fingerprinting an endpoint, CloudPassage Expands Cloud Security Capabilities for Docker, Kubernetes, and Container-related Services on AWS, Digital Shadows announces integration with Atlassian Jira, LogRhythm Releases Version 7.5 of NextGen SIEM Platform and New Open Collector Technology, Cloudflare releases Workers Unbound, a secure serverless computing platform, and more!

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Show Notes: https://securityweekly.com/esw192

Continuing our discussion with John Snyder, our new co-host. Peppering him with questions about the law, hacking, security, compliance, and we might throw in a few of our favorite lawyer movie quotes! "The car that made these two, equal-length tire marks had positraction. You can't make those marks without positraction, which was not available on the '64 Buick Skylark!"

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Show Notes: https://wiki.securityweekly.com/scw37

Marketing to today's CISO is no easy task. CISOs have an unprecedented amount of work on their plates with constantly shifting technology, vast amounts of data in motion, regulatory requirements and new threats arising daily. We'll discuss the results of a Merritt Group Survey on Marketing and Selling to the CISO, 2020 Edition.

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Show Notes: https://wiki.securityweekly.com/bsw182

John Snyder will lead the discussion about the legal implications of Security and Compliance.

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Show Notes: https://wiki.securityweekly.com/scw37

Drew Cohen discusses the cybersecurity challenges that have risen with many businesses shifting to WFH environments during the pandemic. We'll review some of the top cybersecurity issues/threats, including home network security, document signing, industrial IoT, and 5G, that businesses should be aware for the second half of 2020.

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Show Notes: https://wiki.securityweekly.com/bsw182

TaskRouter JS SDK Security Incident, Cisco Adaptive Security Appliance Software and Firepower Threat Defense Software Web Services Read-Only Path Traversal Vulnerability, An EL1/EL3 coldboot vulnerability affecting 7 years of LG Android devices, Towards native security defenses for the web ecosystem, Academics smuggle 234 policy-violating skills on the Alexa Skills Store, Apple Security Research Device Program, and What is DevSecOps? Why it's hard to do well!

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Show Notes: https://wiki.securityweekly.com/asw116