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Adversarial Robustness in Machine Learning

56 ta ish

  1. Verifiable AI Governance: The Four Tests Standard (4TS) and Proof-Carrying Decisions

    Edward Meyman

    PreprintEthics and Social Impacts of AISSRN Electronic Journal20258 iqtibos
    ABI

  2. UNESCO's AI Ethics Principles: Challenges and Opportunities

    Naeem AllahRakha

    MaqolaOchiq kirishEthics and Social Impacts of AIInternational Journal of Law and Policy20244 iqtibos
    ABI

  3. Prompt Injection Attacks in Large Language Models and AI Agent Systems: A Comprehensive Review of Vulnerabilities, Attack Vectors, and Defense Mechanisms

    Saidakhror Gulyamov, Said Saidakhrarovich Gulyamov, Andrey Rodionov +4

    MaqolaOchiq kirishAdversarial Robustness in Machine LearningInformation20262 iqtibos
    ABI

  4. What's in the box? Explaining the black-box model through an evaluation of its interpretable features

    Francesco Ventura, Tania Cerquitelli

    PreprintOchiq kirishExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20190 iqtibos
    ABI

  5. Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification

    Arslan Ali, Andrea Migliorati, Tiziano Bianchi +1

    PreprintOchiq kirishAdversarial Robustness in Machine Learning20210 iqtibos
    ABI

  6. Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features

    Francesco Ventura, Salvatore Greco, Daniele Apiletti +1

    PreprintOchiq kirishExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20210 iqtibos
    ABI

  7. A brief history of AI: how to prevent another winter (a critical review)

    Amirhosein Toosi, A. Bottino, Babak Saboury +2

    PreprintExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20210 iqtibos
    ABI

  8. EMERGING SECURITY CONCERNS BECAUSE OF AI USAGE

    Nurmukhammad Y. Samijonov

    MaqolaOchiq kirishExplainable Artificial Intelligence (XAI)Journal of Social Sciences and Humanities Research Fundamentals20230 iqtibos
    ABI

  9. Standards-Aligned AI Validation and Certification Platform for Trustworthy Modeling

    Doniyor Mukhtorov, Jushkin Baltayev, Shakhnoza Muksimova +2

    MaqolaOchiq kirishExplainable Artificial Intelligence (XAI)IEEE Access20250 iqtibos
    ABI

  10. Prompt Injection Detection and Mitigation with AI Multiagent NLP-based Agentic Frameworks

    Diego Gosmar, Deborah A. Dahl, Dario Gosmar

    MaqolaAdversarial Robustness in Machine Learning20250 iqtibos
    ABI

  11. Wireless Sensor Network-Driven Human Intrusion Detection Using RT-DETR for Real-Time Perimeter Protection

    I. Sudha, Prashant Johri, Izzatbek Rejapov +3

    MaqolaAnomaly Detection Techniques and Applications20250 iqtibos
    ABI

  12. Design and Validation of a Verification Platform for Enhancing Robustness of Image Object Recognition Systems

    Hao Zhang, Xiao Tao, Fei Deng +2

    MaqolaAdversarial Robustness in Machine Learning20250 iqtibos
    ABI

  13. Responsible AI and Scalable Data Architectures: Challenges and Best Practices

    Shilesh Karunakaran, Laxmi Vanam, Gayatri Tavva +2

    MaqolaEthics and Social Impacts of AI20250 iqtibos
    ABI

  14. AI-Based Security Engineering for Fintech and Regulated Industries

    Ilakiya Ulaganathan, Fnu Antara, Santhosh Chitraju Gopal Varma +2

    MaqolaAdversarial Robustness in Machine Learning20250 iqtibos
    ABI

  15. Accuracy Evaluation of Neural Network Models on Real-World Data

    Yakhyoyev Azizjon Azim ugli

    MaqolaOchiq kirishAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 iqtibos
    ABI

  16. Accuracy Evaluation of Neural Network Models on Real-World Data

    Yakhyoyev Azizjon Azim ugli

    MaqolaAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 iqtibos
    ABI

  17. Real-Time Ethical Decision Framework for Autonomous Vehicles

    Raami Riadhusin, Priya Paul, K. Kumararaja +5

    MaqolaAutonomous Vehicle Technology and Safety20250 iqtibos
    ABI

  18. AI-Powered Applications in Precision Healthcare and Security Surveillance Systems

    Kapil Shrivastava, Mandeep Narang, Vedamurthy Gejjegondanahalli Yogeshappa +3

    MaqolaReinforcement Learning in Robotics20250 iqtibos
    ABI

  19. Intrusion Detection in Cybersecurity Using Generative Adversarial Networks and Deep Learning

    Priya Matta, Prasanthi Vallurupalli, Madina Kalandarova +3

    MaqolaNetwork Security and Intrusion Detection20250 iqtibos
    ABI

  20. Neuro-Symbolic AI for Self-Learning Intelligent Systems in Real-Time Industrial Automation

    K Madhura, Jawad Radhi Rustum Al-Assal, Omar Mohsen Hussein +3

    MaqolaAdvanced Neural Network Applications20250 iqtibos
    ABI

  21. Real-Time Source Attribution of Cyberattacks via AI-Driven Threat Intelligence

    V. Mangaiyarkarasi, Haassan Mohmedmhdi, Dr. Aida Ventkat Rao Dora +4

    MaqolaAdversarial Robustness in Machine Learning20250 iqtibos
    ABI

  22. Adaptive Real-Time Meta-Learning Framework with Hybrid AI Classifiers for Live Detection and Mitigation of DDoS Attacks

    Anita Sofia Liz. D.R., Rame Riadhusin, Akash Bhattacharya +4

    MaqolaAdversarial Robustness in Machine Learning20250 iqtibos
    ABI

  23. Deep Learning-Driven Token Semantics for Smart Contract Vulnerability Identification

    Mustafa M. Abd Zaid, Husam I. Shaheen, Nigora Abduraimova +4

    MaqolaBlockchain Technology Applications and Security20250 iqtibos
    ABI

  24. Explainable AI for Operational Risk Management in Logistics and Procurement Systems

    K. Deepika, Ranjitha. P. K, Timur Kholmukhamedov +3

    MaqolaExplainable Artificial Intelligence (XAI)20250 iqtibos
    ABI

  25. Uncertainty-Guided Deep Learning for Reliable Decision Making in High-Risk Domains

    Pallavi Jha, Jayanth Vasa, Deepak Gupta +4

    MaqolaAdversarial Robustness in Machine Learning20250 iqtibos
    ABI