Did you know? According to the World Economic Forum's 2024 Global Risks Report, #AI-related risks are gaining significant attention, with "AI-generated misinformation or disinformation" ranking second only to extreme weather. 🌍 As generative AI continues to advance, it's crucial to detect image authenticity and establish robust security mechanisms. In this week's AICS #TechTalk, AICS Scientific Advisor and NYCU Professor Wei-Chen Chiu spoke on "Redteaming Text-to-Image Models for Cybersecurity & Turning Vision-Language Models for Deepfake Detection." Currently, most existing models struggle to identify fake/generated images, with success rates around 60% or lower. Professor Chiu led the lab to explore new methods leveraging VLMs and minimizing variables through prompt engineering, and improved success rates to 93%.✨ Regarding cybersecurity, inspired by the "shield and spear paradox," the lab adopted an active #redteaming approach. By training models to attempt jailbreaks and conducting offense-defense exercises, the team was able to achieved a much more reliable and comprehensive safety mechanism. 🛡️ Thank you, Professor Chiu, for your insights and bringing a new perspective to vision-language models! #ASUS #AICS #GenAI #Cybersecurity #DeepFake #Innovation
AICS’ Post
More Relevant Posts
-
Excited to kick off our next phase of CYBER GEN AI research..... It is humbling that nine global universities have shown interest in working with SigmaRed Technologies. #BeatAIBias apart from two large governments! GEN AI is here to stay, and so are Cyber & AI Risks! It is amazing for us to be at this critical inter-junction and involved in solving this problem. There is a long way to go. However, the journey is getting more exciting day by day! contact@sigmared.ai
To view or add a comment, sign in
-
Live Webinar on August 22: ⭐ Advanced Detection & Response Strategies for Generative AI Threats⭐ Join our panel of experts: @Amy Wang , AI/ML Engineering Leader at Pulumi; @Joe Vadakkan, CRO of Lightstream; and @Sandeep Lahane, CEO of Deepfence, as they explore advanced detection and response strategies for #GenAI threats including: 🔐 Detection and Response Frameworks: A deep dive into industry-standard frameworks such as #MITRE ATLAS and OWASP Top 10 for LLMs, highlighting best practices and real-world applications. 🔐 Technical Approaches: Comparative analysis of various technical methodologies for implementing robust generative AI security measures, including the use of #eBPF technology for real-time traffic inspection and payload analysis. 🔐 Integration Across the Industry: Insights into how these advanced capabilities will be seamlessly integrated into existing #CNAPP platforms and the broader #cybersecurity ecosystem, providing holistic protection for enterprises. https://lnkd.in/gcRtHXdF
To view or add a comment, sign in
-
𝐌𝐮𝐥𝐭𝐢𝐯𝐞𝐫𝐬𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐢𝐧𝐠 𝐂𝐄𝐎 𝐅𝐫𝐚𝐧𝐜𝐞 ⚛ Lkdin TOP5 Quantum Voice 2024 ⚛️ Quantum Expert ⚛️ Quantitative Finance Trading 📈 CEO-Founder Aifiscience 🛰 Business Strat.&Intel. ⚛ Innovate& Deeptech
𝐄𝐦𝐛𝐫𝐚𝐜𝐢𝐧𝐠 𝐭𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐂𝐲𝐛𝐞𝐫𝐬𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐰𝐢𝐭𝐡 𝐋𝐋𝐌𝐬 𝐚𝐧𝐝 𝐆𝐞𝐧𝐀𝐈: 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐟𝐫𝐨𝐦 World Economic Forum's 𝐆𝐥𝐨𝐛𝐚𝐥 𝐂𝐲𝐛𝐞𝐫𝐬𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐎𝐮𝐭𝐥𝐨𝐨𝐤 2024 🌐💻 🔍 The recently released "WEF Global Cybersecurity Outlook 2024" report sheds light on the transformative role of Large Language Models (LLMs) and Generative AI (GenAI) in the cybersecurity landscape. As we steer into an era dominated by advanced technologies, understanding their impact on our cyber-resilience is crucial. (link : https://lnkd.in/e9PEpqYA) 🚀 One key takeaway is the dual-edged nature of generative AI. While it presents immediate advantages to cyber attackers, it also holds immense potential to revolutionize cybersecurity defenses. From automating data classification to enhancing the entire software development life cycle, GenAI is poised to make cybersecurity more efficient and robust. 🤔 However, this tech revolution is not without its challenges. The report underscores the need for a strategic approach to integrate these technologies effectively into our cybersecurity measures. 🔧🔐 Yet, harnessing these technologies effectively requires more than just understanding; it requires strategic implementation and foresight. This is where our specialized knowledge at Multiverse Computing becomes your asset. We are not just observers but active contributors and guides in the journey towards a more secure digital future. 🤝 As you navigate the complexities of LLMs and cybersecurity, let Multiverse Computing be your trusted partner. Together, we can leverage these groundbreaking technologies to reinforce your cyber defenses and prepare for the future's dynamic landscape. Some our recent preprints and product (CompactifAI) : 🔎Cyber ✅ 𝑻𝒆𝒏𝒔𝒐𝒓 𝑵𝒆𝒕𝒘𝒐𝒓𝒌𝒔 𝒇𝒐𝒓 𝑬𝒙𝒑𝒍𝒂𝒊𝒏𝒂𝒃𝒍𝒆 𝑴𝒂𝒄𝒉𝒊𝒏𝒆 𝑳𝒆𝒂𝒓𝒏𝒊𝒏𝒈 𝒊𝒏 𝑪𝒚𝒃𝒆𝒓𝒔𝒆𝒄𝒖𝒓𝒊𝒕𝒚 https://lnkd.in/eUPNJn78 ✅ 𝑯𝒂𝒄𝒌𝒊𝒏𝒈 𝑪𝒓𝒚𝒑𝒕𝒐𝒈𝒓𝒂𝒑𝒉𝒊𝒄 𝑷𝒓𝒐𝒕𝒐𝒄𝒐𝒍𝒔 𝒘𝒊𝒕𝒉 𝑨𝒅𝒗𝒂𝒏𝒄𝒆𝒅 𝑽𝒂𝒓𝒊𝒂𝒕𝒊𝒐𝒏𝒂𝒍 𝑸𝒖𝒂𝒏𝒕𝒖𝒎 𝑨𝒕𝒕𝒂𝒄𝒌𝒔 https://lnkd.in/en__C94u 🔡LLMs/GenAI CompactifAI demo : https://lnkd.in/ePzpCHY7 🚀 Keep an eye out for our upcoming breakthrough paper! #cybersecurity #LLMs #GenAI #DigitalResilience #Singularity #CompactifAI
To view or add a comment, sign in
-
Today, I am thrilled to share something I've been passionately working towards: the launch of Mountain Theory, a venture dedicated to Securing the Future of AI. After dare-I-say 28 years in technology and cybersecurity, witnessing firsthand the challenges and potential of artificial intelligence and authentication/authorization in the cybersecurity world, the idea of creating a solution that not only protects but enhances AI operations became a mission I couldn't ignore. Revolutionizing AI security with our proprietary Autonomous AI Security Framework. Our patent-pending innovative solution offers real-time, proactive protection against threats in the rapidly growing AI cybersecurity market. By addressing critical vulnerabilities in AI systems, Mountain Theory aims to capture a significant share of a market projected to reach $134 billion by 2030. Join me in celebrating this milestone and stay connected as we unfold the future of AI security. Your support means the world to me, and I look forward to sharing our advancements and successes. Let's make a meaningful impact together! Check out our website to learn more about Mountain Theory: https://lnkd.in/gsZW5-z5 #MountainTheory #Launch #AISecurity #Innovation #NewBeginnings
To view or add a comment, sign in
-
Exciting update: Seneca Applied Research teamed up with Oppos Inc., a cybersecurity AI firm, on an innovative project for small & medium-sized enterprises (SMEs). The team helped automate security questionnaire responses, meeting the risk management needs efficiently. Leveraging generative AI in LLMs, they solved key engineering hurdles, enabling SMEs to utilize their own data for precise survey answers. Click here to read the whole article: https://bit.ly/3Oy3itx and to learn more about #AppliedResearch projects like this, visit the Seneca Applied Research page:https://bit.ly/3SxX2Dl #SenecaAppliedResearch #Innovation #ArtificailIntelligence
To view or add a comment, sign in
-
On July 11 we explore advanced detection and response strategies for #GenAI threats: 🔐 Detection and Response Frameworks: A deep dive into industry-standard frameworks such as #MITRE ATLAS and OWASP Top 10 for LLMs, highlighting best practices and real-world applications. 🔐 Technical Approaches: Comparative analysis of various technical methodologies for implementing robust generative AI security measures, including the use of #eBPF technology for real-time traffic inspection and payload analysis. 🔐 Integration Across the Industry: Insights into how these advanced capabilities will be seamlessly integrated into existing #CNAPP platforms and the broader #cybersecurity ecosystem, providing holistic protection for enterprises. Join our panel of experts on July 11: Amy Wang, AI/ML Engineering Leader at Pulumi; Joe Vadakkan, CRO of Lightstream; and Sandeep Lahane, CEO of Deepfence. https://hubs.li/Q02FtZMp0
To view or add a comment, sign in
-
We are thrilled to announce that our CEO, Patrick C Miller, was a guest speaker at the 2024 IT Fall Conference with the Iowa Association of Electric Cooperatives As leaders in the #OT cybersecurity space, we are continuously driving awareness and industry-leading insights into the evolving threats utilities face—particularly with the integration of Artificial Intelligence (AI) and Machine Learning (ML) in cybersecurity. ➡️ Patrick’s presentation immersed into the real-world capabilities and limitations of AI/ML, focusing on how these technologies are being applied in utility cybersecurity today and what lies ahead. He also addressed critical topics, including: 🔍 The risks of over-relying on publicly available #AI systems ⚙️ Where AI can realistically enhance security—and where it can't ⚠️The importance of a balanced, informed approach to #AI adoption in utilities This is just another way we at AMPYX CYBER are pushing the boundaries in cybersecurity, helping professionals navigate these complex challenges with clarity and confidence. #Cybersecurity #Utilities #AI #MachineLearning #ElectricCooperatives #OT #AmpyxCyber #2024ITFallConference #CriticalInfrastructure
To view or add a comment, sign in
-
🚀 Innovative Defense Against Adversarial Attacks on LLMs! 🚀 📝 "Self-Evaluation as a Defense Against Adversarial Attacks on LLMs" by Hannah Brown, Leon Lin, Kenji Kawaguchi, & Michael Shieh from @NUSingapore introduces a groundbreaking approach to protect large language models (LLMs). 🤓 Read the Article Here: https://shorturl.at/agbCd OR 🖥️ Watch the Full Video Here: https://lnkd.in/gemqWsm9 🔑 Key Highlights: -Self-Evaluation: Uses pre-trained models to assess input/output safety without costly fine-tuning. -High Performance: Reduces attack success rates to near 0.0%, outperforming Llama-Guard2 & commercial moderation APIs. -Robust Defense: More resilient to adaptive attacks targeting both generator & evaluator. 🌟 Why It Matters: Enhancing LLM safety & alignment is crucial as they integrate into our daily lives. This cost-effective, robust defense is a major leap in AI security. Discover how self-evaluation can safeguard LLMs from adversarial attacks! 🌐 #AI #CyberSecurity #TechInnovation #Automation
To view or add a comment, sign in
-
Artificial intelligence is reshaping the landscape of cyber threats, especially when it comes to social engineering. In our CyberMirage webcast, Senior Security Consultant Brandon Kovacs reveals how AI-powered deepfakes and voice cloning are creating hyper-realistic deceptions targeting the finance, healthcare, and energy sectors. https://bfx.social/4eeo5Nu #cybersecurity #AI #deepfakes #voicecloning #socialengineering
To view or add a comment, sign in
-
DON'T MISS THIS DISCUSSION ON AUG 1: ⭐ Advanced Detection & Response Strategies for Generative AI Threats⭐ Join our panel of experts: Amy Wang , AI/ML Engineering Leader at Pulumi; Joe Vadakkan, CRO of Lightstream; and Sandeep Lahane, CEO of Deepfence, as they explore advanced detection and response strategies for #GenAI threats including: 🔐 Detection and Response Frameworks: A deep dive into industry-standard frameworks such as #MITRE ATLAS and OWASP Top 10 for LLMs, highlighting best practices and real-world applications. 🔐 Technical Approaches: Comparative analysis of various technical methodologies for implementing robust generative AI security measures, including the use of #eBPF technology for real-time traffic inspection and payload analysis. 🔐 Integration Across the Industry: Insights into how these advanced capabilities will be seamlessly integrated into existing #CNAPP platforms and the broader #cybersecurity ecosystem, providing holistic protection for enterprises. https://buff.ly/3ym4n2y
To view or add a comment, sign in
2,695 followers