Sec4AI4Sec’s Post

🚀 𝗔𝗜 S𝗲𝗰𝘂𝗿𝗶𝘁𝘆 T𝗲𝘀𝘁𝗶𝗻𝗴 - 𝗔𝘂𝘁𝗼𝗗𝗔𝗡-𝗧𝘂𝗿𝗯𝗼: 𝗥𝗲𝗱𝗲𝗳𝗶𝗻𝗶𝗻𝗴 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹 𝗝𝗮𝗶𝗹𝗯𝗿𝗲𝗮𝗸𝗶𝗻𝗴  🚀 In the world of AI, new challenges demand new solutions. Enter AutoDAN-Turbo—a cutting-edge framework that’s outperforming other jailbreak strategies in AI security testing. 💡 𝗛𝗼𝘄 𝗜𝘁 𝗪𝗼𝗿𝗸𝘀 AutoDAN-Turbo creates jailbreak prompts autonomously, building strategies based on just the text output from a target model. With the flexibility to incorporate both self-discovered and human-designed jailbreak techniques, it’s raising the bar on adaptability and effectiveness. 📊 𝗢𝘂𝘁𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝘁𝗵𝗲 𝗖𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝗼𝗻 AutoDAN-Turbo has outpaced other approaches like Rainbow Teaming, particularly on the Harmbench dataset, a benchmark for jailbreak methods. 𝗜𝘁 𝗯𝗼𝗮𝘀𝘁𝘀 𝗮𝗻 𝟴𝟴.𝟱% 𝗮𝘁𝘁𝗮𝗰𝗸 𝘀𝘂𝗰𝗰𝗲𝘀𝘀 𝗿𝗮𝘁𝗲 𝗼𝗻 𝗚𝗣𝗧-𝟰-𝟭𝟭𝟬𝟲-𝗧𝘂𝗿𝗯𝗼—𝘄𝗵𝗶𝗰𝗵 𝗰𝗹𝗶𝗺𝗯𝗲𝗱 𝘁𝗼 𝟵𝟯.𝟰% 𝗮𝗳𝘁𝗲𝗿 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗻𝗴 𝘀𝗲𝘃𝗲𝗻 𝗵𝘂𝗺𝗮𝗻-𝗱𝗲𝘀𝗶𝗴𝗻𝗲𝗱 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 𝗳𝗿𝗼𝗺 𝗿𝗲𝗰𝗲𝗻𝘁 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵. The secret? Its independence from predefined strategies, allowing it to creatively explore new tactics. ⚠️ 𝗜𝗺𝗽𝗮𝗰𝘁 𝗼𝗻 𝗔𝗜 𝗦𝗮𝗳𝗲𝘁𝘆 The success of AutoDAN-Turbo isn’t just impressive—it’s a reminder of the need for strong safeguards in AI. With the ability to test defenses and highlight vulnerabilities, this tool challenges developers to strengthen model protections as AI becomes more integral to our lives. As AI capabilities grow, AutoDAN-Turbo shows us that advancing model security requires innovative, adaptive approaches. 🌐 You can easily try it: Github: https://lnkd.in/gj2GDS8S Paper: https://lnkd.in/gn-Z5Y_g #AI #MachineLearning #Cybersecurity #AIResearch #AutoDANTurbo #LanguageModels

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

Day 5 of 30 Days AI Challenge: Snyk AI Welcome to Day 5 of my 30 Days AI Challenge! Today, we're diving into Snyk AI, an innovative tool that revolutionizes software development by embedding AI into security practices. By utilizing advanced machine learning algorithms and comprehensive datasets of known vulnerabilities, Snyk AI swiftly analyzes codebases, detects potential security risks, and provides actionable fixes in real-time. This powerful solution empowers developers to maintain robust security without sacrificing development speed or efficiency. It seamlessly integrates with existing development workflows, supporting popular platforms and tools. #AI #SnykAI #Cybersecurity #MachineLearning #DevSecOps #SoftwareDevelopment #30DaysAIChallenge #AIinSecurity #SecureCoding #DeveloperTools #AIInnovation #TechChallenge #AIforGood

"Using AI to automate the fixing problem just kills so many birds with one stone. You're fixing the old code that was written by developers years ago that you didn't get to, and it can fix the new code that the generative AI is creating."    Chris Wysopal, CTO and co-founder of Veracode, sat down with Information Security Media Group (ISMG) on the #RSAC floor, where he discussed:   ✔️ The challenge of navigating AI's risks and rewards in #AppSec ✔️ The importance of high quality and trusted datasets to train AI models ✔️ Veracode's strategies for integrating #AI to enhance application security   Watch the full interview to learn more about the latest advancements within the AI #cybersecurity landscape:

Calling All Security Professionals: New Guide Released for Securing Generative AI! 🛡️ The Open Web Application Security Project (OWASP Top 10 For Large Language Model Applications & Generative AI) just released a valuable resource: The OWASP Gen AI Red Teaming Guide. This guide provides a comprehensive framework for assessing and mitigating security risks associated with Generative AI models. What's #GenAI Red Teaming? Red teaming is a security practice where a team simulates an attack on a system to identify vulnerabilities. In the context of Gen AI, red teaming involves testing these models for potential security weaknesses. Why is this Guide Important? As Gen AI adoption grows, so do potential security concerns. This guide empowers security professionals to: - Identify and exploit vulnerabilities in Gen-AI models that could be misused by attackers. - Develop effective defense strategies to mitigate these risks and protect Gen-AI systems. - Promote secure development practices throughout the Gen-AI lifecycle. This is a significant development for the Gen AI security landscape. Are you ready to put your skills to the test? Download the Guide & Join the Discussion: #GenAI #Security #RedTeaming #OWASP #AI #MachineLearning https://lnkd.in/gDkmi6j2