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Securing AI: Red Teaming & Attack Strategies for Machine Learning Systems

Johann Rehberger
Johann Rehberger

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MLSecOps Connect: Ask the Experts
MLSecOps Connect: Ask the Experts
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Dr. Cari Miller shares insights from her work with the AI Procurement Lab regarding frameworks and strategies needed to mitigate risks in AI acquisitions.
# AI Audit
# AI Bias
# AI Risk
# Cari Miller
# Ethical AI
# Procurement
# Governance, Risk, & Compliance
# Generative AI
# Trusted AI
Join Nicole Nichols from PANW on the MLSecOps Podcast as she discusses the present and future of AI security & the growth mindset essential for cybersecurity professionals.
# AI Agents
# AI Security
# Cybersecurity
# Backdoor Attack
# LLM
# Generative AI
This report contains 34 vulnerabilities, including 3 critical and 18 high severity, found by the community at huntr.com in OSS AI/ML.
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# Protect AI
# Vulnerability Reporting
# Supply Chain Vulnerability
Protect AI and Hugging Face Partner to Secure the Machine Learning Supply Chain
# Model Scanning
# Model Security
# Supply Chain Vulnerability
Looking to get into AI/ML bug bounty hunting? To help, the team at huntr.com put together a comprehensive guide to get you started.
# AI Security
# AI/ML Red Teaming
# AI/ML Security Vulnerabilities
# Bug Bounty
# huntr
# Supply Chain Vulnerability
Caleb Sima joins us to discuss security considerations for building and using AI, drawing on his 25+ years of cybersecurity experience.
# AI Agents
# AI Risk
# AI Security
# AI-BOM
# AI/ML Security Vulnerabilities
# ChatGPT
# Generative AI
# LLM
# Model Provenance
# Retrieval-Augmented Generation
# Supply Chain Vulnerability
This report contains 20 vulnerabilities found by the community at huntr.com in OSS AI/ML.
# huntr
# Protect AI
# Vulnerability Reporting
# Supply Chain Vulnerability
Explore how prompt engineering and prompt hacking are reshaping AI security, with insights on safeguarding generative AI in this MLSecOps Podcast episode.
# AI Security
# Generative AI
# LLM
# Prompt Injection
# Threat Research
Ken Huang
Ken Huang · Sep 11th, 2024
Welcome to "MLSecOps Connect: Ask the Experts," an educational live stream series from the MLSecOps Community where attendees have the opportunity to hear their own questions answered by a variety of insightful guest speakers. This is a recording of the session we held on September 11, 2024 with Ken Huang, CISSP.
# AI Agents
# AI Security
# Cybersecurity
# Generative AI
# LLM
# Retrieval-Augmented Generation
53:25
This compilation contains highlights from every episode of Season 2 of the MLSecOps Podcast. Thanks to everyone who has supported this show, including our listeners, hosts, and stellar expert guests!
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Securing AI/ML with Ian Swanson
Ian Swanson