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Adversarial Robustness in Machine Learning

56 works

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

    Naeem AllahRakha

    ArticleEthics and Social Impacts of AIInternational Journal of Law and Policy20243 citations
    ABI

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

    Francesco Ventura, Tania Cerquitelli

    PreprintExplainable Artificial Intelligence (XAI)arXiv (Cornell University)20190 citations
    ABI

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

    Arslan Ali, Andrea Migliorati, Tiziano Bianchi +1

    PreprintAdversarial Robustness in Machine Learning20210 citations
    ABI

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

    Francesco Ventura, Salvatore Greco, Daniele Apiletti +1

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

  5. 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 citations
    ABI

  6. EMERGING SECURITY CONCERNS BECAUSE OF AI USAGE

    Nurmukhammad Y. Samijonov

    ArticleExplainable Artificial Intelligence (XAI)Journal of Social Sciences and Humanities Research Fundamentals20230 citations
    ABI

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

    Doniyor Mukhtorov, Jushkin Baltayev, Shakhnoza Muksimova +2

    ArticleExplainable Artificial Intelligence (XAI)IEEE Access20250 citations
    ABI

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

    Diego Gosmar, Deborah A. Dahl, Dario Gosmar

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

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

    I. Sudha, Prashant Johri, Izzatbek Rejapov +3

    ArticleAnomaly Detection Techniques and Applications20250 citations
    ABI

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

    Hao Zhang, Xiao Tao, Fei Deng +2

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

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

    Shilesh Karunakaran, Laxmi Vanam, Gayatri Tavva +2

    ArticleEthics and Social Impacts of AI20250 citations
    ABI

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

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

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

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

    Yakhyoyev Azizjon Azim ugli

    ArticleAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

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

    Yakhyoyev Azizjon Azim ugli

    ArticleAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  15. Real-Time Ethical Decision Framework for Autonomous Vehicles

    Raami Riadhusin, Priya Paul, K. Kumararaja +5

    ArticleAutonomous Vehicle Technology and Safety20250 citations
    ABI

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

    Kapil Shrivastava, Mandeep Narang, Vedamurthy Gejjegondanahalli Yogeshappa +3

    ArticleReinforcement Learning in Robotics20250 citations
    ABI

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

    Priya Matta, Prasanthi Vallurupalli, Madina Kalandarova +3

    ArticleNetwork Security and Intrusion Detection20250 citations
    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

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

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

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

    ArticleAdversarial Robustness in Machine Learning20250 citations
    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

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

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

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

    ArticleBlockchain Technology Applications and Security20250 citations
    ABI

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

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

    ArticleExplainable Artificial Intelligence (XAI)20250 citations
    ABI

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

    Pallavi Jha, Jayanth Vasa, Deepak Gupta +4

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

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

    Ayushi Jain, Lucky Verma, Anzar Ahmad +3

    ArticleExplainable Artificial Intelligence (XAI)20250 citations
    ABI

  25. Privacy-Preserving Software Fault Classification Using Federated Learning

    Tasnia Nowshin Meem, Rishita Chakma, Tanjim Mahmud +6

    ArticlePrivacy-Preserving Technologies in Data20250 citations
    ABI