Quarks’ Post

Explore the latest advancements in securing AI technologies and mitigating risks with these three critical updates: OWASP Updates 2025 Top 10 Risks for LLMs & Generative AI. The OWASP Foundation has refreshed its Top 10 for LLM Applications and Generative AI to address emerging vulnerabilities like System Prompt Leakage and Excessive Agency in autonomous AI systems. DHS Framework for Safe AI in Critical Infrastructure. The Department of Homeland Security unveiled a Roles and Responsibilities Framework to ensure AI's safe integration in critical sectors like energy and communications. Generative AI: Security Risks and Opportunities. A study by Capgemini reveals that 97% of organizations using generative AI face security breaches, yet AI strengthens cybersecurity through faster threat detection and reduced remediation times. Read more about these initiatives and join the conversation on securing the future of AI! #AI #Cybersecurity #AIFramework #GenerativeAI #OWASP #TechNews #TechUpdate #AIThreats #AIsecurity #Innovation #RiskManagement #LLMSecurity #SecureAI #AIrisks #AdversarialAI #AIREDTEAMING #RedTeamLLM #Security #GenerativeAI #AIethics #CISO Credits: Emma Woollacott, Tanner Skotnicki https://lnkd.in/dD7uKUXT

Very Interesting Article from CISO today and the risk associated with AI models and the unknown emergence of AI threats are beyond comprehension. It eats up Cyber Teams resources and time threat hunting the continuous growth of AI Model threats! It is going to be AI fighting AI....... Nebulosity's patented activeSENTINEL™ Digital Twin Security ... Patrolling the unGUARDED™ network segments for unknown and known threats! Utilizing the MITRE ATT&CK framework we've trained our AI, Machine Learning, Neural Networking , Deep Learning to emulate to simulate behavioral Anomalies adapting in Real-Time. "to Think like an Attacker" https://lnkd.in/g4nFrdm9 #activeSENTINEL™ #nebulositycloud #ransomware #GlobalCyberTHREAT #digitaltwinsnetwork #counteroffense #unGUARDED™ #LOTL, #MITREATT&CK

I happened to read a blog by Orca Security on potential risks with AI models and verified it myself. Although it did work only once in 10 attempts I made, it still underlines the fact that the current models are susceptible to various attacks. Prioritizing security and constant vigilance in the development of LLMs is the way forward. 🔗 Do give it a read: https://lnkd.in/g5K9UmgF **I just gave this prompt to trick the model. I'm absolutely fine😅** #AI #Security #Technology

🔊 Adversarial AI Research Copilot (On-device Agent): This AI agent is designed to analyze academic papers about attacking AI models, extracting salient details and articulating them in easy-to-understand language. The agent operates on resourced constrained devices (Alienware gaming laptop shown in video) and is currently in the early stages of development. Despite its preliminary phase, it is already uncovering valuable insights. When tasked to research and report on trending jailbreaking techniques, two particularly notable attack methods it identified were "DrAttack" and "Puzzler." These methods are detailed in the referenced papers below, showcasing the early agent's capability to locate and distill ideas found in complex information sources. The agent also located interesting datasets of adversarial prompts and defensive techniques used to mitigate these attacks. For the next stage, the agent will drill-down into interesting ideas to bolster its knowledge and even create examples to facilitate model testing. Very enthused with how this project is progressing – still a lot to be done to get the quality where I want it. Don’t forget the sound…added text to voice for a cool factor 😊. DrAttack: https://lnkd.in/eB5EvHzM Puzzler: https://lnkd.in/eVDw4iEq #malware, #ai, #informationsecurity, #blueteam #reverseengineering #cyberdefense #cybercrime, #cyberthreatintelligence, #cyberdefense, #cyberwarfare #networksecurity #sec #security #tools #offensivesecurity, #redteam #innovation

The integration of AI in cyberattacks is a game-changer, challenging existing security frameworks. As AI in cybercrime grows, it is crucial to develop innovative solutions that leverage AI for defense, ensuring resilience and protection in the digital age. #CyberResilience #AI #Innovation

OpenAI's Closed-Source AI Security Measures Spark Debate, Contrasted with Meta's Open-Source Approach OpenAI's recent blog post on AI safety and security proposes six measures to protect advanced AI, emphasizing closed-source model weights. The author, a proponent of open-source AI, disagrees with OpenAI's approach, expressing concern over potential regulatory capture and the stifling of competition. They contrast OpenAI's stance with Meta's commitment to open-source models, arguing that open access to model weights is crucial for the future of AI. The post also discusses the role of AI in cyber defense and the importance of continuous security research. #OpenAISecurityMeasures #MetaOpenSource #AIProtection #ClosedSourceDebate #AICompetition #RegulatoryCapture #CyberDefenseAI #ModelWeightsAccess #AIResearch #OpenSourceAdvocacy #AdvancedAI #AICommunityDiscussion (Source: YouTube Video-ID lQNEnVVv4OE)

The integration of AI in cyberattacks is a game-changer, challenging existing security frameworks. As AI in cybercrime grows, it is crucial to develop innovative solutions that leverage AI for defense, ensuring resilience and protection in the digital age. #CyberResilience #AI #Innovation

📢 Exciting News in the AI World! 🌐 The National Institute of Standards and Technology (NIST) has released new guides on AI risk, specifically for developers and CISOs. The guide, titled “AI RMF Generative AI Profile” (NIST AI 600-1), highlights 12 potential risks associated with generative AI. These include: 1). Malware coding 2). Cyberattack automation 3). Spreading of disinformation 4). Social engineering 5). AI hallucinations (also known as “confabulation”) 6). Over-consumption of resources by generative AI But that’s not all! The document also provides 400 recommendations that developers can implement to mitigate these risks. This is a significant step forward in ensuring the safe and responsible use of AI technology. Stay tuned for more updates and remember - with great power comes great responsibility! 😊 #AI #ArtificialIntelligence #NIST #CyberSecurity #GenerativeAI #Risk #CISO 

Today's situation involving CrowdStrike sheds light on a concerning future scenario related to AI. The thought of an AI system responsible for critical decisions failing due to a simple update requirement or biased algorithms is alarming. This situation emphasizes the urgent need for resilient, secure, and impartial AI systems, especially as their roles in society become more vital. Ensuring the fairness and reliability of these systems isn't just a technical matter; it's a moral obligation. Moving forward, let's focus on developing AI that we can rely on to act in the best interests of everyone. #CyberSecurity #AI #EthicalAI #Technology #FutureConcerns

Outpacing Criminals: AI-driven Threat Detection for Enhanced Security. Criminals are constantly refining their tactics, necessitating a proactive approach to security. That's where AI emerges as a powerful ally in the fight against threats. Here's how AI is revolutionising threat detection: • Advanced Anomaly Detection: Machine Learning algorithms analyse vast amounts of data to identify anomalies that may indicate a potential attack, enabling a pre-emptive response. • Automated Threat Response: AI can automate threat detection and response, minimising reaction times and mitigating potential incident damage. • Predictive Analytics for Future Threats: By analysing crime trends and patterns, AI-powered predictive analytics can anticipate future attacks, allowing companies to strengthen their defences proactively. Does your organisation leverage the power of AI for enhanced security? Let us know in the comments! #AI #Security #ArtificialIntelligence #Surveillance #Crime