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Adversarial Robustness in Machine Learning

56 та иш

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

    Naeem AllahRakha

    МақолаEthics and Social Impacts of AIInternational Journal of Law and Policy20243 иқтибос
    ABI

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

    Francesco Ventura, Tania Cerquitelli

    ПрепринтExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20190 иқтибос
    ABI

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

    Arslan Ali, Andrea Migliorati, Tiziano Bianchi +1

    ПрепринтAdversarial Robustness in Machine Learning20210 иқтибос
    ABI

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

    Francesco Ventura, Salvatore Greco, Daniele Apiletti +1

    ПрепринтExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20210 иқтибос
    ABI

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

    Amirhosein Toosi, A. Bottino, Babak Saboury +2

    ПрепринтExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20210 иқтибос
    ABI

  6. EMERGING SECURITY CONCERNS BECAUSE OF AI USAGE

    Nurmukhammad Y. Samijonov

    МақолаExplainable Artificial Intelligence (XAI)Journal of Social Sciences and Humanities Research Fundamentals20230 иқтибос
    ABI

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

    Doniyor Mukhtorov, Jushkin Baltayev, Shakhnoza Muksimova +2

    МақолаExplainable Artificial Intelligence (XAI)IEEE Access20250 иқтибос
    ABI

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

    Diego Gosmar, Deborah A. Dahl, Dario Gosmar

    МақолаAdversarial Robustness in Machine Learning20250 иқтибос
    ABI

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

    I. Sudha, Prashant Johri, Izzatbek Rejapov +3

    МақолаAnomaly Detection Techniques and Applications20250 иқтибос
    ABI

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

    Hao Zhang, Xiao Tao, Fei Deng +2

    МақолаAdversarial Robustness in Machine Learning20250 иқтибос
    ABI

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

    Shilesh Karunakaran, Laxmi Vanam, Gayatri Tavva +2

    МақолаEthics and Social Impacts of AI20250 иқтибос
    ABI

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

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

    МақолаAdversarial Robustness in Machine Learning20250 иқтибос
    ABI

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

    Yakhyoyev Azizjon Azim ugli

    МақолаAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 иқтибос
    ABI

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

    Yakhyoyev Azizjon Azim ugli

    МақолаAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 иқтибос
    ABI

  15. Real-Time Ethical Decision Framework for Autonomous Vehicles

    Raami Riadhusin, Priya Paul, K. Kumararaja +5

    МақолаAutonomous Vehicle Technology and Safety20250 иқтибос
    ABI

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

    Kapil Shrivastava, Mandeep Narang, Vedamurthy Gejjegondanahalli Yogeshappa +3

    МақолаReinforcement Learning in Robotics20250 иқтибос
    ABI

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

    Priya Matta, Prasanthi Vallurupalli, Madina Kalandarova +3

    МақолаNetwork Security and Intrusion Detection20250 иқтибос
    ABI

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

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

    МақолаAdvanced Neural Network Applications20250 иқтибос
    ABI

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

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

    МақолаAdversarial Robustness in Machine Learning20250 иқтибос
    ABI

  20. 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

    МақолаAdversarial Robustness in Machine Learning20250 иқтибос
    ABI

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

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

    МақолаBlockchain Technology Applications and Security20250 иқтибос
    ABI

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

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

    МақолаExplainable Artificial Intelligence (XAI)20250 иқтибос
    ABI

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

    Pallavi Jha, Jayanth Vasa, Deepak Gupta +4

    МақолаAdversarial Robustness in Machine Learning20250 иқтибос
    ABI

  24. Management of Sensor-Temporal Threats AIML-Based Explainable IDS for Cyber-Physical Systems

    Ayushi Jain, Lucky Verma, Anzar Ahmad +3

    МақолаExplainable Artificial Intelligence (XAI)20250 иқтибос
    ABI

  25. Privacy-Preserving Software Fault Classification Using Federated Learning

    Tasnia Nowshin Meem, Rishita Chakma, Tanjim Mahmud +6

    МақолаPrivacy-Preserving Technologies in Data20250 иқтибос
    ABI