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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: Adversarial Attacks & Robustness
    Artificial Intelligence

    GraphLLMs: Adversarial Attacks & Robustness

    by The NeuronJune 16, 2025
  • Quantum State Verification Beats Imperfections
    Quantum Physics

    Quantum State Verification Beats Imperfections

    by Dr. DonovanJune 16, 2025
  • Quantum ML Kernel Methods for Anomaly Detection
    Quantum Machine Learning

    Quantum ML Kernel Methods for Anomaly Detection

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

    AI Defense: LLM Framework Against Attacks

    by Dr. DonovanMay 5, 2025
  • Face Recognition: New Physical Attacks Developed
    Artificial Intelligence

    Face Recognition: New Physical Attacks Developed

    by Dr. DonovanOctober 18, 2024
  • LLMs Hacking Risk: Experts Weigh In
    Artificial Intelligence, Quantum Security

    LLMs Hacking Risk: Experts Weigh In

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

    AI Cybersecurity: Adversarial Attack Vulnerabilities

    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 Physics Uncovers Inherent Vulnerabilities in Neural Networks
    Quantum Research News

    Quantum Physics Exposes Neural Network Vulnerabilities

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

    Quantum Noise Injection Boosts AI Security

    by Dr. DonovanMarch 15, 2024

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