Interview with Brian Mullen from AMI - BTS #57

summary In this episode, the hosts discuss various cybersecurity vulnerabilities, focusing on a recent remote code execution vulnerability in Nginx, the role of AI in discovering vulnerabilities, and the importance of memory safety in programming languages. They also explore the challenges of authentication in IoT devices and the need for better secure development practices. The conversation highlights the fragility of IoT infrastructure and the ongoing threat posed by attackers leveraging AI for malicious purposes. In this conversation, the speakers delve into the complexities of cybersecurity, focusing on the challenges posed by AI models, regulatory capture, and the implications of public firmware for critical infrastructure. They discuss how attackers are often better positioned due to fewer restrictions, leading to market manipulation and exploitation of vulnerabilities. The conversation emphasizes the need for a balanced approach to security that does not hinder defenders while addressing the evolving threat landscape. https://securityaffairs.com/201106/security/f5-addressed-critical-rce-flaws-in-nginx.html

summary In this episode, Paul and Vlad discuss the increasing role of AI in cybersecurity, particularly in vulnerability discovery and exploit creation. They explore the implications of AI on the speed and efficiency of attacks, the state of network edge appliances, and the necessity for device hardening. The conversation also touches on the challenges of monitoring and forensics in network devices, emphasizing the ongoing cat-and-mouse game between attackers and defenders. In this conversation, Vlad and Paul delve into various aspects of cybersecurity, focusing on network appliances, AI safety, and the challenges posed by vulnerabilities in management platforms. They discuss the importance of anomaly detection in network appliances, the implications of NVIDIA's new safety platform, and the ongoing issues with AI sandboxing. The conversation also highlights the difficulties in accessing advanced AI tools for cybersecurity professionals, the trust issues surrounding network appliances, and the risks associated with VPNs. Additionally, they explore the proliferation of Linux privilege escalation vulnerabilities and the novel attack vectors presented by file notification systems. Chapters 00:00 Audio Setup and Technical Issues 02:03 Introduction to AI in Cybersecurity 04:08 AI's Role in Vulnerability Discovery 08:02 Speed vs. Sophistication in Attacks 12:05 The State of Network Edge Appliances 15:45 The Need for Device Hardening 19:52 Challenges with eBPF and Monitoring 23:57 Forensics and Anomaly Detection 25:10 Understanding Network Appliances and Anomaly Detection 28:10 NVIDIA's Open Agent Safety Platform 29:56 AI Safety and Sandboxing Challenges 33:03 Access to AI Tools for Cybersecurity 35:00 Vulnerabilities in Management Platforms 38:58 Trust Issues with Network Appliances 40:03 VPN Appliances and Their Attack Surface 44:00 Proliferation of Linux Privilege Escalation Vulnerabilities 47:03 File Notification System Attacks

In this episode of Below the Surface, the hosts discuss cybersecurity topics, including vulnerabilities in UEFI shells, vendor trust issues, Citrix's new dual-boot solution, and techniques for bypassing Windows Defender. They also explore the implications of AI in Linux environments and the ongoing controversy surrounding AI math theft. In this conversation, Vlad and Paul discuss OpenAI's recent controversial achievement in solving a significant mathematical problem, raising ethical concerns about data usage and the implications for the AI community. They explore the future of local AI models, innovations in firmware analysis tools, and techniques attackers use on Linux systems. The discussion emphasizes the importance of cybersecurity practices and the need to stay vigilant about potential vulnerabilities. Articles: https://nerds.xyz/2026/08/citrix-uniconos-linux-dual-boot-windows-recovery/ https://ipurple.team/2026/09/09/windows-security-center/ https://x.com/rynorhn/status/2097223532438487463 https://brownfinesecurity.com/blog/introducing-moria-and-mithril https://sansec.io/research/stylesmuggler-0day Chapters 00:00 Introduction to Below the Surface Podcast 02:06 Vulnerability in UEFI Shells 14:16 Trust Issues with Vendors 15:46 Citrix's Unicon OS: A Dual Boot Solution 21:28 Windows Defender Bypass Techniques 26:54 AI and Linux: New Developments 32:06 The Controversy Over AI Math Theft 32:10 OpenAI's Controversial AI Achievement 35:13 The Ethics of AI and Data Usage 38:12 The Future of Local AI Models 39:19 Innovations in Firmware Analysis Tools 44:58 Understanding Linux Malware Techniques 52:05 Best Practices for Securing Linux Systems

In this episode, Paul and Vlad discuss the latest Infratrust Pulse report, highlighting vulnerability trends, the role of AI in cybersecurity, and the importance of visibility and control in network security. They delve into threats posed by BMCs and management planes, the challenges of persistence mechanisms, and the need for better vendor responsiveness and API practices to strengthen security. In this conversation, Vlad and Paul discuss the evolving role of AI in cybersecurity, particularly its use by threat actors to exploit vulnerabilities. They explore the implications of AI in vulnerability discovery, the importance of secure software development practices, and the risks associated with backdoors in surveillance technology. The discussion emphasizes the need for organizations to adopt better security measures and the potential of AI to enhance software quality and security. Articles: * https://pulse.infra-trust.org/august-2026/ * https://blog.quarkslab.com/defeating-ai-assisted-reverse-engineering-or-at-least-trying-to.html * https://securityaffairs.com/197764/hacking/slovakia-warns-of-cyber-risks-in-road-speed-cameras.html * https://cyberscoop.com/ubiquiti-unifi-critical-vulnerabilities-patched/ * https://blog.talosintelligence.com/uat-10147-chinese-speaking-adversary-integrates-agentic-ai-into-post-compromise-operations/ * https://blog.trailofbits.com/2026/08/26/vms-wont-contain-cyber-capable-agents/

Summary In this episode, the hosts discuss various cybersecurity topics, including the lack of media coverage from the Black Hat conference, the implications of AI in cybersecurity, and the vulnerabilities associated with Baseboard Management Controllers (BMCs). They explore the challenges of patch management, the role of embedded Linux in security vulnerabilities, and the emerging trends in threat actor behavior. The conversation emphasizes the need for better awareness and action regarding BMC vulnerabilities and the importance of understanding the risks associated with AI in security. In this conversation, the speakers delve into the complexities of operational risks associated with AI models, particularly in the context of patch management and firmware security. They discuss the challenges of relying on AI for code reviews and the implications of backdoors found in firmware. The conversation also highlights the critical importance of true randomness in cryptographic applications and the ongoing risks posed by speculative execution attacks. Chapters 00:00 Introduction and Technical Setup 03:01 Black Hat Conference Coverage and Media Silence 06:00 AI and Cybersecurity: Responsibility and Ethics 08:51 BMC Vulnerabilities: Research and Findings 11:57 Scanning Techniques and Tools for BMCs 15:02 Cisco Vulnerabilities and Patch Management Challenges 17:54 The Role of AI in Vulnerability Discovery and Management 21:13 Emerging Threats and Trends in Cybersecurity 24:00 Conclusion and Future Considerations 34:03 Understanding Operational Risks in AI Models 37:10 The Challenges of Patch Management and Configuration 41:26 The Dangers of AI in Code Review 43:00 Backdoors in Firmware: A Growing Concern 49:13 The Importance of True Randomness in Cryptography 58:08 The Implications of Speculative Execution Attacks