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  • All (20931) +237
    • AI (3154) +13
    • DevOps (932) +6
    • Software (11018) +167
    • IT (5778) +50
    • Education (48)
  • Notice
  • All (20931) +237
  • AI (3154) +13
  • DevOps (932) +6
  • Software (11018) +167
  • IT (5778) +50
  • Education (48)
  • Notice
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  • 3 days ago · ai

    How to Protect LLM Inputs from Prompt Injection (Without Building It Yourself)

    If you're building apps that pass user input to an LLM, you've probably encountered prompt injection at least once. A user might type something like “ignore all...

    #prompt injection #LLM security #prompt engineering #AI safety #data privacy #compliance #PromptLock
  • 5 days ago · devops

    Your AI Agents Have a Blind Spot: What DevOps Teams Need to Know About Cross-LLM Security

    Explore the challenges of AI agents in DevOps pipelines, highlighting the importance of model-aware detection to improve security and reduce vulnerabilities....

    #AI agents #LLM security #DevOps pipelines #model-aware detection #vulnerabilities #cross-LLM #security
  • 5 days ago · ai

    The insecure evangelism of LLM maximalists

    Article URL: https://lewiscampbell.tech/blog/260114.html Comments URL: https://news.ycombinator.com/item?id=46609591 Points: 114 Comments: 112...

    #large language models #AI safety #AI ethics #LLM security #AI evangelism
  • 1 week ago · ai

    Corrupting LLMs Through Weird Generalizations

    Fascinating research: Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMs. AbstractLLMs are useful because they generalize so well. But can y...

    #LLM security #adversarial attacks #inductive backdoors #prompt engineering
  • 1 week ago · ai

    Extracting books from production language models (2026)

    Article URL: https://arxiv.org/abs/2601.02671 Comments URL: https://news.ycombinator.com/item?id=46569799 Points: 3 Comments: 0...

    #large-language-models #model-extraction #LLM-security #text-generation #research-paper
  • 2 weeks ago · ai

    Stop Begging Your AI to Be Safe: The Case for Constraint Engineering

    I am tired of “Prompt Engineering” as a safety strategy. If you are building autonomous agents—AI that can actually do things like query databases, move files,...

    #AI safety #constraint engineering #prompt engineering #autonomous agents #LLM security #prompt injection #AI reliability
  • 3 weeks ago · ai

    Building a Zero-Trust Security Gateway for Local AI

    Introduction As Generative AI becomes integrated into enterprise workflows, the risk of Prompt Injection has moved from a theoretical threat to a critical vuln...

    #zero-trust #prompt-injection #LLM-security #FastAPI #Docker
  • 1 month ago · ai

    AI chatbots can be wooed into crimes with poetry

    It turns out my parents were wrong. Saying 'please' doesn't get you what you want-poetry does. At least, it does if you're talking to an AI chatbot. That's acco...

    #AI safety #prompt engineering #adversarial attacks #LLM security
  • 1 month ago · ai

    AI models block 87% of single attacks, but just 8% when attackers persist

    One malicious prompt gets blocked, while ten prompts get through. That gap defines the difference between passing benchmarks and withstanding real-world attacks...

    #adversarial attacks #prompt injection #LLM security #model robustness #enterprise AI
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