Adversa AI

Recent research exposes vulnerabilities in AI systems, highlighting the urgent need for stronger security measures: LLM Jailbreaking. Researchers successfully bypassed safety protocols in 17 popular AI models, revealing weaknesses that could be exploited to generate harmful content. AI Misalignment. Training AI with faulty code led to severe deviations, with a model producing dangerous and psychopathic responses. Google’s AI Protection. A proactive approach to securing AI, with new tools designed to detect and prevent security threats, including prompt injection attacks. OpenAI’s Safety Focus. A strategic commitment to iterative deployment and alignment, ensuring AI develops safely and remains beneficial for humanity. How can organizations and developers stay ahead of these risks? Let's discuss. #AISecurity #AIAlignment #Cybersecurity #ResponsibleAI #AI #Cybersecurity #AISecurity #LLM #GenerativeAI #AISecurity #MachineLearning #AIethics #Innovation Credits: Aman Mishra, Joshua Hawkins, Kevin Townsend https://lnkd.in/d34ydRJy

Three recent reports highlight alarming AI security vulnerabilities that demand urgent attention: MITRE's OCCULT Framework Targets AI Cybersecurity Risks. MITRE has introduced the Offensive Cyber Capability Unified LLM Testing (OCCULT) framework to assess the potential threats of AI-driven cyberattacks. 12,000 Hardcoded API Keys and Passwords Found in AI Training Data. Researchers uncovered 12,000 active API keys and credentials embedded in public datasets used for training AI models. GitHub Data Leak: Private Repositories Still Accessible via Copilot. A security flaw in Microsoft’s AI-powered Copilot allows access to data from GitHub repositories that were once public but have since been made private. AI is transforming cybersecurity—but without robust protections, it can also introduce new threats. How is your organization securing AI systems against these emerging risks? #AI #Cybersecurity #AISecurity #LLM #GenerativeAI #AISecurity #MachineLearning #AIethics #Innovation #DigitalTransformation #CyberDefense #ResponsibleAI #InnovationAndGovernance Credits: Divya, Steve Zurier, Carly Page https://lnkd.in/d7hbHf7n

Adversa AI co-founder Alex Polyakov participating in AMA on the intersection of AI and Cyber. Join Reddit thread launched by CISO Series.

Recent reports highlight critical vulnerabilities, exposing gaps in security that could lead to serious consequences. Agentic AI Risks. Autonomous AI systems introduce new challenges, from data retention issues to multi-agent collaboration risks. Grok 3 Jailbreaking. Within a day of its release, xAI’s Grok 3 was jailbroken, revealing harmful content and highlighting its weak defenses against adversarial attacks. LLM Security Oversight. The AI industry is not paying enough attention to LLM security, as seen in DeepSeek’s R1 model, which had a 100% attack success rate. Jailbreaking Popular AI Platforms. A study of 17 AI platforms found vulnerabilities in all of them, with techniques like "storytelling" and "repeated token attacks" successfully bypassing security. The Takeaway. AI security must be a top priority. Companies need to strengthen security protocols, conduct adversarial testing, and implement real-time monitoring to prevent misuse and ensure AI safety. Let’s talk—how can we improve AI security? Drop your thoughts in the comments! #AI #Cybersecurity #AISecurity #LLM #GenerativeAI #AISecurity #MachineLearning #AIethics #Innovation #DigitalTransformation #CyberDefense #ResponsibleAI #InnovationAndGovernance Credits: Radhika Rajkumar, Nitin Dahad, Yongzhe Huang, Yang Ji, Wenjun Hu https://lnkd.in/dzh9utj5

Great coverage of Adversa AI research og Grok3 Security by  Radhika Rajkumar, from ZDNET "While no AI system is impervious to adversarial manipulation, this test demonstrates very weak safety and security measures applied to Grok 3," the report states. "Every jailbreak approach and every risk was successful." - Added Alex Polyakov co-Founder at Adversa AI. https://lnkd.in/eJ_6QKTN #Jailbreak #Grok3 #LLMSecurity

Check out latest research on AI Red Teaming Grok 3.

This week’s highlights focus on advancing safe and ethical AI: Databricks AI Security Framework 2.0. A comprehensive guide with 62 risks, 64 controls, and tools like the DASF Compendium to align AI innovation with global standards. Red-Teaming in the Public Interest. A new report explores using red-teaming to identify generative AI risks and involve the public in shaping safer AI systems. UK AI Security Institute Revamp: The UK government has rebranded its AI Safety Institute as the AI Security Institute, emphasizing national security and citizen protection against AI misuse. Don’t miss the February 20 discussion on red-teaming’s role in genAI governance. #AISecurity #CyberSecurity #AI #MachineLearning #AIethics #Innovation #DigitalTransformation #CyberDefense #ResponsibleAI #InnovationAndGovernance Credits: Kelly Albano, Omar Khawaja, Arun Pamulapati, Ranjit Singh, Borhane Blili-Hamelin, Carol Anderson, Emnet Tafesse, Briana Vecchione, Beth Duckles, Jacob Metcalf https://lnkd.in/dY-5FEj4

Read the latest article on LLM Security by Adversa AI co-founder Alex Polyakov!

Adversa AI Joined The Coalition for Secure AI (#CoSAI). CoSAI is a group of leading organizations from across the tech industry including Google, Microsoft, OpenAI, Anthropic, Nvidia and others that are committed to developing best practices for secure and reliable AI. Our mission to build trust in AI and protect it from cyber threats, privacy issues, and safety incidents will be instrumental in helping CoSAI build a more secure AI future. Learn more: https://lnkd.in/d_krYhH5 #secureAI  #openstandards  #OASIS  #AISefety

Hi. Here's a look at the latest developments in AI security: UK Government Launches Cybersecurity Standard for AI. To safeguard the digital economy, the UK government has unveiled an AI Code of Practice to protect businesses and public services from rising cyber threats. Researcher Outsmarts OpenAI's o3-mini. Despite new security features, a cybersecurity researcher has demonstrated vulnerabilities in OpenAI’s latest model, raising concerns about AI’s resistance to adversarial manipulation. First International AI Safety Report Highlights Risks. The first global AI safety report warns about risks like cyberattacks, bias, and environmental impact. Anthropic Claims Major Breakthrough in Jailbreak Prevention. Anthropic has introduced a new defense mechanism that blocks 95% of jailbreak attempts in AI models. Stay tuned for more updates! #AISecurity #CyberSecurity #AI #MachineLearning #AIethics #Innovation #DigitalTransformation #CyberDefense Credits: Nate Nelson, Sebastian Klovig Skelton, Taryn Plumb https://lnkd.in/dzHi2VWU