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Tag: Adversarial Attacks

  • Reveals Universal Adversarial Perturbations for MLLMs with Transferable Attacks across Inputs
    Machine Learning

    MLLM Attacks: Universal Perturbations Fool GPT-4o, Gemini-2

    by Muhammad Rohail T.February 4, 2026
  • Rerouteguard Achieves 99% Mitigation of Adversarial Risks for LLM Routing
    Artificial Intelligence

    LLM Routing: 99% Adversarial Risk Mitigation by Rerouteguard

    by Muhammad Rohail T.February 3, 2026
  • Draincode Achieves 85% Latency Increase Via RAG Context Poisoning Attacks
    Artificial Intelligence

    RAG Poisoning Attacks Boost Latency 85% – Draincode

    by Muhammad Rohail T.January 30, 2026
  • Sar-atr Achieves Robustness Against Adversarial Examples with Novel Spatial Deformation Technique
    Space

    SAR Robustness Boosted by Spatial Deformation

    by Muhammad Rohail T.January 19, 2026
  • Llm-powered Attacks Advance Android Malware Evasion, Achieving 97% Detection Bypass
    Artificial Intelligence

    LLM Malware Bypasses Android Detection 97%

    by Muhammad Rohail T.January 7, 2026
  • Super Suffixes Bypass Text Generation Alignment and Guard Models, Achieving 100% Override of Security Mechanisms
    Artificial Intelligence

    Super Suffixes Bypass AI Alignment & Security

    by Muhammad Rohail T.December 16, 2025
  • GraphLLMs Vulnerability to Adversarial Attacks and Robustness Enhancement Strategies.
    Artificial Intelligence

    GraphLLMs Vulnerability to Adversarial Attacks and Robustness Enhancement Strategies.

    by The NeuronJune 16, 2025
  • Quantum State Verification Robust Against Adversarial and Realistic Imperfections.
    Quantum Physics

    Quantum State Verification Robust Against Adversarial and Realistic Imperfections.

    by Dr. DonovanJune 16, 2025
  • Quantum Machine Learning Kernel Methods for Robust Anomaly Detection: Understanding Noise Robustness
    Quantum Machine Learning

    Quantum Machine Learning Kernel Methods for Robust Anomaly Detection: Understanding Noise Robustness

    by Dr. DonovanMay 5, 2025
  • Defending AI Against Adversarial Attacks: A Framework for Safer LLMs
    Artificial Intelligence

    Defending AI Against Adversarial Attacks: A Framework for Safer LLMs

    by Dr. DonovanMay 5, 2025
  • Researchers Develop New Physical Attacks on Face Recognition Systems
    Artificial Intelligence

    Researchers Develop New Physical Attacks on Face Recognition Systems

    by Dr. DonovanOctober 18, 2024
  • Large Language Models Vulnerable to Hacking: Experts Weigh In
    Artificial Intelligence, Quantum Security

    Large Language Models Vulnerable to Hacking: Experts Weigh In

    by Dr. DonovanOctober 17, 2024
  • AI in Cybersecurity: How Machine Learning is Defending Against Modern Threats
    Technology News

    AI in Cybersecurity: How Machine Learning is Defending Against Modern Threats

    by Dr. DonovanSeptember 26, 2024
  • Quantum Machine Learning's Generalization Conundrum Solved?
    Quantum Machine Learning

    Quantum Machine Learning’s Generalization Conundrum Solved?

    by Dr. DonovanAugust 22, 2024
  • Quantum Revolution Looms: U.S. Urged to Secure Supply Chains, Boost Research and Commercialization According to The Hill
    Quantum Funding Landscape

    Quantum Revolution Looms: U.S. Urged to Secure Supply Chains, Boost Research and Commercialization According to The Hill

    by Dr. DonovanMay 13, 2024
  • Quantum Physics Uncovers Inherent Vulnerabilities in Neural Networks
    Quantum Research News

    Quantum Physics Uncovers Inherent Vulnerabilities in Neural Networks

    by Dr. DonovanMay 10, 2024
  • UT Dallas Team Develops Quantum Noise Injection, Boosting AI Security in Quantum Computers
    Quantum Research News

    UT Dallas Team Develops Quantum Noise Injection, Boosting AI Security in Quantum Computers

    by Dr. DonovanMarch 15, 2024
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