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Security Money: The Index Explodes, as the History of AI Teaches Us About Investments - John Willis - BSW #464
09/09/2026 | 53 minAI is all the hype, but we're currently stuck at the bottom of the 'J' curve. Wild enthusiasm has given way to the reality of costs, benefits, and risks. What's next for AI and companies looking to capitalize on the AI trends?
John Willis, author, researcher, and technology industry veteran, joins Business Security Weekly to discuss AI's impact on fundraising. John explores what the history of AI can teach us about the current moment, including how to separate genuine technological transformation from hype and better understand where AI may take us next.
Next, it’s time for Security Money. The Index is exploding upwards as the markets continue to climb. Both the Index and the NASDAQ, hit all time highs. The Business Security Weekly crew breaks down funding, acquisitions, and performance of both the public and private markets.
The Security Weekly 24 Index is made up of the following pure play public security companies:
SAIL Sailpoint Inc PANW Palo Alto Networks Inc CHKP Check Point Software Technologies Ltd RBRK Rubrik Inc GEN Gen Digital Inc FTNT Fortinet Inc AKAM Akamai Technologies Inc FFIV F5 Inc ZS Zscaler Inc OSPN Onespan Inc LDOS Leidos Holdings Inc QLYS Qualys Inc NTSK Netskope Inc TENB Tenable Holdings Inc OKTA Okta Inc S SentinelOne Inc NET Cloudflare Inc CRWD Crowdstrike Holdings Inc NTCT NetScout Systems Inc VRNS Varonis Systems Inc RPD Rapid7 Inc FSLY Fastly Inc RDWR Radware Ltd ATEN A10 Networks Inc
Visit https://www.securityweekly.com/bsw for all the latest episodes!
Show Notes: https://securityweekly.com/bsw-464Cybercabs, Robohobos, BigBear, Nightmare Eclipse, weChat, Flock, ASCII, Aaran Leyland - SWN #614
08/09/2026 | 35 minCybercabs, Robohobos, BigBear, Nightmare Eclipse, weChat, Flock, ASCII, Aaran Leyland, and More on the Security Weekly News.
Visit https://www.securityweekly.com/swn for all the latest episodes!
Show Notes: https://securityweekly.com/swn-614Security Conversations on AI, Agents, and Emerging Threats from Black Hat 2026 - Michael Leland, Ido Geffen, Sean Murphy, Idan Plotnik - ASW #399
08/09/2026 | 1 h 9 minWe showcase recordings from this year's Black Hat.
The Hidden Risks of the AI Supply Chain - Black Hat interview with Michael Leland, VP and Field CTO of Island
Agents can independently discover and install tools, but the emerging ecosystem of Skills and MCP servers lacks many of the trust and security controls applied to traditional software. Michael Leland discusses Island's research uncovering thousands of malicious repositories, widespread security flaws across MCP servers, and a new attack technique called “AgentBaiting,” in which attackers manipulate agents into finding and recommending malware to users. The conversation explains how enterprises can govern AI capabilities without slowing adoption.
Segment Resources:
https://www.island.io/blog/agentbaiting-how-800-fake-ai-skills-and-mcp-servers-delivered-malware
For more information about Island's research, please visit https://securityweekly.com/islandbh
After Mythos: Securing Frontier AI as Attack and Defense Accelerate - Black Hat interview with Sean Murphy, Field CISO - North America of F5
Frontier AI is compressing the time between discovering and exploiting vulnerabilities, forcing enterprises to rethink how they secure modern applications and AI systems. Sean Murphy shares how security teams can prepare for the next generation of AI-powered threats, why known vulnerabilities may become a bigger risk than zero-days, and what it takes to secure AI at scale from shadow AI and governance to agent and API protection.
This segment is sponsored by F5. Visit https://securityweekly.com/f5bh to learn more about them!
The Perfect Storm: When AI Writes the Code and Sharpens the Attacks - Black Hat interview with Idan Plotnik, Co-Founder and CEO of Apiiro
Two storms are converging on how software gets built. The first: AI coding assistants are generating far more code than any security team can review, and with it, far more risk. The second: AI is sharpening the tools attackers use to find and exploit weaknesses faster than ever. Idan Plotnik explains why this convergence has moved the security perimeter to the coding agent itself, and makes the case for a prevention-first model where an AI AppSec agent guards coding agents in real time, governed by the principle that the agent writing the code cannot be the one to secure it.
This segment is sponsored by Apiiro. Visit https://securityweekly.com/apiirobh to learn more about them!
Model, Harness, Gym: Why Novee Owns the Full AI Pentesting Stack - Black Hat interview with Ido Geffen, Founder & CEO of Novee Security
Most AI security tools are thin wrappers around a general-purpose frontier LLM — reasoning capability rented from someone else, applied to a generic scanning workflow. In this interview, Ido Geffen breaks down what it means to own the full AI pentesting stack — the proprietary offensive reasoning model, the harness that coordinates specialized agents, and the training gym where those agents are continuously benchmarked, post-trained on real attacker tradecraft, and promoted into production.
Ido explains why owning each layer matters: it's how Novee's model consistently outperforms frontier LLMs at live browser exploitation, how the platform improves at a rate the customer feels every cycle, how Novee keeps security testing cost-efficient rather than relying on tokenized pricing models, and how new attacker techniques get injected into agent memory the moment Novee's research team observes them in the wild. He then makes the case that owning the model is only half the story. The other half is the Asset Intelligence Model — a living understanding of each customer's environment, workflows, permissions, APIs, and business logic. That's what turns a generalist AI hacker into a bespoke one: not just an attacker that reasons well, but one that reasons well about your specific business. He closes with how this advantage leads to findings that get more targeted every cycle, remediation tailored to an organization's tech stack, and a platform whose ceiling rises as attackers get faster.
This segment is sponsored by Novee Security. Visit https://securityweekly.com/noveebh to learn more about them!
Visit https://www.securityweekly.com/asw for all the latest episodes!
Show Notes: https://securityweekly.com/asw-399Shadow AI Epidemic: Uncovering Agents on the Endpoint, British Library Breach, & News - Amit Assaraf - ESW #475
07/09/2026 | 1 h 45 minInterview - Amit Assaraf
As employees rapidly adopt local AI models, autonomous agents, and browser extensions to boost productivity, enterprise endpoints are quietly accumulating unchecked security risks. This episode explores how traditional EDR solutions miss non-binary software, leaving critical blind spots for prompt injection and data exfiltration. Discover how Cortex Agentic Endpoint Security (AES) uses LLM-based classifiers and an AI powered risk engine to surface shadow AI and protect the modern workspace without stalling innovation.
This segment is sponsored by Palo Alto Networks. Visit https://securityweekly.com/paloalto to learn more about them!
Topic - The British Library Cyber-Attack
For this week’s topic segment, we’re discussing the British Library cyber-attack.
In October 2023, the British Library, one of the largest libraries in the world, was breached by the Rhysida ransomware group. The attack encrypted systems across the organization, led to over 500,000 files being leaked, and set off a recovery effort that consumed a significant portion of the Library’s £17.5 million cash reserves. With no clear end date, this is a story of what could happen when all of an organization’s tech debt comes due at once.
Resources
https://www.defendersinitiative.com/p/breach-lessons-the-2023-british-library
The Weekly Enterprise News
Finally, in the enterprise security news,
We check the vibes
the funding
the acquisitions
and the closures
is the vulnpocalypse real, or not?
TeamPCP finds out why being perpetually online isn’t great if you’re doing cybercrimes
millions of IDs get leaked online
What’s the bigger story: Huggingface and NVIDIA or Microduck?
Dyson enters a new product category. Try to guess what it is without cheating and looking it up before the end of the episode!
All that and more, on this episode of Enterprise Security Weekly.
Visit https://www.securityweekly.com/esw for all the latest episodes!
Show Notes: https://securityweekly.com/esw-475Wireguard, Chrome, RMMS, Sonicwall, Microsoft, Sumerian VPNS, Harvard, Josh Marpet... - SWN #613
04/09/2026 | 37 minWireguard, Chrome, RMMS, Sonicwall, Microsoft, Sumerian VPNS, Harvard, Josh Marpet, and More on this episode of the Security Weekly News.
Visit https://www.securityweekly.com/swn for all the latest episodes!
Show Notes: https://securityweekly.com/swn-613
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Welcome to the Security Weekly Podcast Network, your all-in-one source for the latest in cybersecurity! This feed features a diverse lineup of shows, including Application Security Weekly, Business Security Weekly, Paul's Security Weekly, Enterprise Security Weekly, and Security Weekly News. Whether you're a cybersecurity professional, business leader, or tech enthusiast, we cover all angles of the cybersecurity landscape.
Tune in for in-depth panel discussions, expert guest interviews, and breaking news on the latest hacking techniques, vulnerabilities, and industry trends. Stay informed and secure with the most trusted voices in cybersecurity!
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