Augmenting Threat Intel Analysis with Agents - Chris Wallis, Sai Kiran Uppu, Ramin Farassat - ASW #396
Security Weekly Podcast Network (Audio)
Release Date: 08/18/2026
Security Weekly Podcast Network (Audio)
Artificial intelligence has quickly evolved from a productivity tool into an active participant in many organizations' daily operations. As organizations give AI greater autonomy within their environment, they're also granting them access to sensitive systems and data. That creates a new challenge for IT and security teams: How do you enable AI to assist productivity without compromising security? Rob Allen, Chief Product Officer at ThreatLocker, joins Business Security Weekly to discuss how zero trust principles can prevent an AI breakout. Rather than relying solely on the AI tool's built-in...
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All sorts of cybersecurity disciplines are adopting agents to help humans save time and automate routine activities. Sai Kiran Uppu describes his work on creating a platform for agents to analyze external threat intel, examine internal systems, and present triage decisions to operators. This type of work is especially useful to orgs that deal with petabytes of data and thousands of systems. And, as Kiran notes, it's important to keep that scale from blowing up your budget or turning triage into a procession of false positives. Ideally, this kind of threat intel that's paying attention to...
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Interview with Jon Hladik - ChatMate Imagine a user asks an LLM a question about a document. An attacker then gains an interactive prompt on the user’s chat session, enabling the attacker to instruct the AI assistant to take actions on behalf of the victim. That is exactly the capability researchers at Rubrik Zero Labs were able to demonstrate in a recent study designed to test the bounds of LLM security. Join Joe Hladik, Head of Rubrik Zero Labs, as he breaks down the discovery of "Remote Prompt Execution," a novel vulnerability class that enabled full takeovers of Microsoft Copilot...
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Famous Mathematician feuds, Delta Flight 591, Lazarus, Akira, Computer History, Zoom, Clones, LiteLLM, Josh Marpet, and More on this episode of the Security Weekly News. Visit for all the latest episodes! Show Notes:
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In the security news this week: North Carolina ports and contingency plans Back to paper and pencils Midnight Blizzard compromises hotel Wi-Fi DNS strikes again Captive portals, stolen credentials, and nation-state scale Phishing-resistant MFA Goodbye SMS and voice authentication Cornflake RAT and Chaco Shell The NPM worm Hundreds of compromised packages AI lowers the barrier to mass exploitation Rethinking “secure enough” Back to basics: know what's on your network Get off my PCI lawn Visit for all the latest episodes! Show Notes:
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As cyber threats become more AI-powered, attacks continue to rise. Threats can arise from all areas of a company’s IT infrastructure, however most attacks utilize a domain name to infiltrate systems. How secure is your domain ecosystem? Ihab Shraim, Chief Technology Offider at CSC Digital Brand Services, joins Business Security Weekly to discuss why domain security is a fundamental blind spot in corporate cybersecurity programs. Ihab will discuss his team’s research finding that 67% of Forbes Global 2000 companies have implemented fewer than half of recommended domain security measures. He...
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Finding flaws has always been a focus of appsec. And now with open source projects and open weight models orgs have modern tools to review code and conduct pentests. Rishi Sharma describes the motivation behind creating a platform of LLM-driven security tools and the effective ways to keep the tools in scope, on budget, and for engineering teams. We talk about how prompts influence LLM activity, as well as the external constraints to keep the LLMs on task. And even if finding flaws is a major focus of appsec, its goal should be delivering secure software and systems. We touch on some of the...
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Interview 1: Robin Macfarlane from RRMac Associats The Mattress Money Principle: What a 50-Year Veteran Knows About System Fragility In this interview, Robin and Adrian discuss how technology has evolved over the past 50 years. Despite massive technological changes over the decades: the PC revolution, the Internet, smartphones, the Cloud, and now Generative AI - the majority of financial institutions still use mainframes and midrange machines. Why? We explore the reasons why older technology persists alongside the new and the lessons retiring technologists can pass on to new generations...
info_outlineAll sorts of cybersecurity disciplines are adopting agents to help humans save time and automate routine activities. Sai Kiran Uppu describes his work on creating a platform for agents to analyze external threat intel, examine internal systems, and present triage decisions to operators. This type of work is especially useful to orgs that deal with petabytes of data and thousands of systems. And, as Kiran notes, it's important to keep that scale from blowing up your budget or turning triage into a procession of false positives.
Ideally, this kind of threat intel that's paying attention to attack trends and searching internal systems for evidence of compromise also turns into proactive defenses. We talk about some of the ways to engage developers to improve security visibility into their services and harden their designs against common attacks.
After that discussion we're running two sponsored interviews from Black Hat.
AI Pentesting and the Future of Cybersecurity: Black Hat interview with Chris Wallis, Founder and CEO of Intruder
This segment discusses how AI addresses the long-standing gap between traditional pentesting and automated vulnerability scanning. Intruder CEO and founder Chris Wallis dives into the nuances of AI-enabled security and how these offerings will impact mid-market security teams.
Segment Resources:
https://www.intruder.io/platform/ai-pentesting
https://www.intruder.io/blog/ai-pentesting-the-depth-of-a-pentest-on-demand
https://www.intruder.io/blog/ai-web-app-pentesting-test-on-every-major-release
Intruder's continuous exposure management platform helps security, IT, and engineering teams stop breaches before they start. For more information about Intruder’s products and services, please visit https://securityweekly.com/intruderbh.
How Menlo Security Is Securing AI Agents from Prompt Injection: Black Hat Interview with Ramin Farassat, Chief Product Officer of Menlo
Enterprises are deploying AI agents like Microsoft Copilot, Google Gemini, and Claude Code faster than they can secure them, and attackers are exploiting that gap through prompt injection. Hidden instructions get buried in web pages, files, and even images that a human would never notice but an AI agent reads and acts on. Menlo Security is building Menlo Agent Runtime Security (MARS) to close that gap, running every agent session in an isolated cloud that sanitizes content before an agent can act on it. Ramin Farassat, Menlo Security's Chief Product Officer, will discuss why the exposure lives in the connectors and integrations around the model rather than the model itself, and how security teams can put controls on the agent attack surface without blocking agentic AI outright.
Segment Resources:
https://www.menlosecurity.com/product/ai-agent-security
MARS is now available today, please visit https://securityweekly.com/menlobh
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Show Notes: https://securityweekly.com/asw-396