RISE Information Security Foundation Alex Research Library

AI/ML for Security research — Page 15

781 papers · Research category

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Continuation of the AI/ML for Security collection. See the first page for its scope and research guidance.

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Bibliography

Showing 701–750 of 781 papers, ordered by publication year (newest first), then title.

Earlier research · five years or older Historical reference

Age markers as of 2026-11-06.

  1. Threat adaptive trust weighted federated learning for Byzantine resilient cybersecurity across healthcare edge networks

    Surjeet Dalal; Shakti Kundu; Jyoti Kaushik; Osamah I. Alqaisi; Naif Waheb Rajkhan; Pooja Dahiya; Smita Nirkhi; Shanu Kuttan Rakesh (2026) · Scientific Reports

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  2. Threat Intelligence Report: System Prompt Architecture Extraction and Cognitive Boundary Deconstruction of OpenAI's ChatGPT

    Mohammad Shahbaaz Ahmed (2026) · Figshare

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  3. Threat-Oriented Digital Twinning for Security Evaluation of Autonomous Platforms

    Thomas J. Neubert; Laxima Niure Kandel; Berker Peköz (2026) · ArXiv.org

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  4. TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection

    Van Le; Trevor Tran; Tan Le (2026) · arXiv (Cornell University)

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  5. TOSSS: A CVE-based Software Security Benchmark for Large Language Models

    Marc Damie; Murat Bilgehan Ertan; Domenico Essoussi; Angela Makhanu; Gaetan Peter; Roos Wensveen (2026) · Proceedings of the 12th ACM International Workshop on Security and Privacy Analytics

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  6. Toward AI-Augmented Applied Systems: Emerging AI and LLM Directions Across Trajectory Prediction, Cybersecurity, and Engineering Automation

    Muhammad Shahbaz; Muhammad Emran; Rubiya Hanni Shafiulla Kannavalli; Farhan Ajmal Khan; Meer Zafarullah Noohani (2026) · International Journal of Computer and Organization Trends

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  7. Towards Autonomous Network Security: An AI-Based Comparative Framework for Intelligent Traffic Analysis and Threat Detection

    Senan A.Abd (2026) · Dijlah Journal of Engineering Sciences ISSN: 3078-9664, e-ISSN: 3078-9656

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  8. Towards Cybersecurity Superintelligence

    Víctor Mayoral Vilches; Stefan Rass; Martin Pinzger; Endika Gil-Uriarte; Unai Ayucar-Carbajo; Jon Ander Ruiz-Alcalde; Maite del Mundo de Torres; María Sanz-Gómez; Francesco Balassone; Cristóbal R. J. Veas Chavez; Vanesa Turiel; Alfonso Glera-Picón; Daniel Sánchez-Prieto; Yuri Salvatierra; Paul Zabalegui-Landa; Ruffino Reydel Cabrera-Álvarez; Patxi Mayoral-Pizarroso (2026) · Proceedings of the AAAI Symposium Series

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  9. Towards Privacy-Preserving and Adaptive Distributed Learning for Cybersecurity Applications

    Aafrin Khan (2026) · Proceedings of the 35th ACM International Conference on Information and Knowledge Management

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  10. TOWARDS PROACTIVE CYBER DEFENSE CYBER ATTACK PREDICTION USING ADVANCED AI TECHNIQUES

    International Journal of Technovation and Business Insights (2026) · Zenodo (CERN European Organization for Nuclear Research)

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  11. Towards trustworthy cybersecurity: Reclassifying insider threat detection using SHAP

    Raddad Faqihi; Priyadarsi Nanda; Manoranjan Mohanty; Saleh Alqahtani; Bashair Alrashed (2026) · Future Generation Computer Systems

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  12. Towards trustworthy foundation models: a systematic review of safety, evaluation, and defence mechanisms

    Abdullahi Chowdhury; Tasmim Jamal Joti; Mohammad Afikuzzaman; Ashiful Nahar Bithi; Md. Ferdous Bin Hafiz; Niaz Ashraf Khan (2026) · International Journal of Information Security

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  13. TrafficInstruct: A Multi-Task Network Traffic Dataset and Benchmark for Instruction Tuning

    Zhengdao Li; Hui Wen; Zixuan Wan; Weifeng Zhang; Yan Wu; Benlong Wu; Nenghai Yu; Weiming Zhang; Kejiang Chen (2026) · arXiv (Cornell University)

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  14. Transformer-based architectures for early detection of storage pests in maize grain silos: A review

    Ankit Kumar Singh; P. K. Singh; S. S. Sharma; Diksha Singh; Gopilal Anjana; Kuldeep Singh (2026) · Maize Journal

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  15. Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large Language Models

    Naheed Rayhan; Sohely Jahan (2026) · arXiv (Cornell University)

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  16. Trends, challenges and future directions of machine learning and deep learning algorithms in cybersecurity: A systematic review

    Sara Amiri; Mohammad Heydari (2026) · Information Security Journal A Global Perspective

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  17. Trust Continuity, the Age of AI Impersonation: What Can Be Done Today to Counter Conversational Impersonation and AI-Assisted Chat Intrusions Through Governance-Centric Approaches-Conversation Integrity, Attribution, Privacy Preservation Using AIVORIX OS™

    Nicole Crossleytownsend (2026) · Zenodo (CERN European Organization for Nuclear Research)

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  18. Trust-Driven Pre-Aggregation Federated Learning with Agentic Orchestration and Blockchain-Based Auditing for Secure Healthcare Systems

    Vivek Kumar Polurouthu; Tarun Kumar Jha; Rajya Lakshmi Kollipara; Srinivas Neelam; Dharmendra Sharma; C. Hemanth Kumar; Satish Kumar (2026) · Journal of Computers, Mechanical and Management

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  19. Trusted but not trustworthy: a conceptual analysis of AI agent risks in the metaverse and EU policy responses

    Anselm Küsters (2026) · Frontiers in Virtual Reality

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  20. Trustworthy Deep Learning for Cybersecurity: A Structured Review Across Detection, Robustness, Privacy, Explainability, and Deployment

    Mehdi Ghayoumi; Kambiz Ghazinour; Anthony Marrero; Dena Barmas; Cameron Cook; Michael May; Cory Liu; Behnaz Johnson; Amadu Fofana (2026) · Electronics

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  21. Trustworthy Federated Learning for Cybersecurity: A Three-Level Assurance Taxonomy, Design-Space Audit, and Source-Linked Critical Review.

    Amar Singh; Ajay Singh; Shakti Kumar; Sahraoui Dhelim; Chatter Singh (2026) · Zenodo (CERN European Organization for Nuclear Research)

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  22. Understanding the Impact of Data Noise in Federated Learning: [Experiments & Analysis]

    Jinming Hu; Jiahao Gu; Kenta Ploch; Hao Wang; Jingxian Wang; Wentao Wu; Qizhen Zhang (2026) · Proceedings of the ACM on Management of Data

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  23. Unified Security Orchestration Framework for Protecting AI/ML Systems Against Input-Based and Model Supply Chain Attacks

    Senthil Muthu (2026) · AI and Machine Learning Advances

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  24. Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era

    Xuansheng Wu; Haiyan Zhao; Yaochen Zhu; Yucheng Shi; Fan Yang; Lijie Hu; Tianming Liu; Xiaoming Zhai; Wenlin Yao; Jundong Li; Mengnan Du; Ninghao Liu (2026) · ACM Transactions on Knowledge Discovery from Data

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  25. User and Entity Behavior Analytics for Cybersecurity Using Unsupervised Clustering Techniques

    Dr. K. Subbarao; Ambika Jyothi Devana; Nandini Meda; Madhu Kumar Nidrabingi; Rohith Sai Pasupuleti (2026) · Zenodo (CERN European Organization for Nuclear Research)

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  26. Using AI Coding for Aviation Applications: Assurance, Cybersecurity and Other Considerations

    Jeremy Straub (2026) · AIAA AVIATION Forum

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  27. Using WCS-GNB for intrusion detection: improving Gaussian Naive Bayes with class-specific weights and validating against different machine learning models

    Sudhindra B. Deshpande; P. Balachandra; Priyank Desai; Goh Kah Ong Michael; M. R. Chowdappa; Pratijnya Ajawan (2026) · Frontiers in Computer Science

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  28. UTILIZATION OF AI-DRIVEN THREAT DETECTION TOOLS FOR CYBER-SECURITY IN BUSINESS EDUCATION PROGRAMMES IN UNIVERSITIES IN SOUTH-EAST NIGERIAN: OPPORTUNITIES AND CHALLENGES

    Felicia Ogonnia Nwokike; Chizoba Priscillia Onochie-Ogene (2026) · Nigerian Journal of Business Education (NIGJBED)

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  29. Verified Autonomy: A Field Guide to Engineering Trust in AI Systems

    Ant Newman; Shanti Greene; Malia Hosseini; Philip Kitchener; Rainier Potgieter; Hadley Christoffels (2026) · Zenodo (CERN European Organization for Nuclear Research)

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  30. Vib-ner: a model for out-of-vocabulary recognition in cybersecurity threat intelligence based on variational bottleneck and mutual information

    YueDong Wang; Changzheng Liu; Ronghua Zhang; HaoRan Xu; JunHao Zhao; Yi Sun; XuQing Wang (2026) · Cybersecurity

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  31. When AI Investigators Cannot Trust Their Tools: Conflict-Aware Evidence Verification for Cyber Threat Investigation

    Yuchen Zhang (2026) · arXiv (Cornell University)

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  32. When Temporal Context Helps, and When It Does Not, in APT Network Flow Detection: Research Artifact (Version 1)

    Thanh Duc Vu; Xuan Cho Do; Long Giang Nguyen (2026) · Zenodo (CERN European Organization for Nuclear Research)

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  33. XAI in cybersecurity: A survey on techniques, challenges, and future directions

    Samin Dehbashi Sani; Rukayat Olapojoye; Tara Salman; Marcio Andrey Teixeira (2026) · Journal of Information Security and Applications

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  34. ZERO-TRUST ARCHITECTURE IN AI-POWERED CYBERSECURITY SYSTEMS: IMPLEMENTATION, CHALLENGES, AND FUTURE DIRECTIONS

    Nilam, Joshi; Nilesh, Parihar; Prof. Srinivasa, H P; Tithi, Patel; Dhruvi, Vanecha; Dr. Kamalesh, V N (2026)

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  35. Short Path to Phishing: Identifying Misused URL Shortening Services in the Wild

    Zul Odgerel; Yevheniya Nosyk; Jan Bayer; Sourena Maroofi; Louis Bedeschi; Andrzej Duda; Maciej Korczyński (2025) · 2025 APWG Symposium on Electronic Crime Research (eCrime)

    Collection: APWG.org eCrimes Research · Original collection

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  36. When LLMs meet cybersecurity: a systematic literature review

    Jie Zhang; Haoyu Bu; Hui Wen; Yongji Liu; Haiqiang Fei; Rongrong Xi; Lun Li; Yun Yang; Hongsong Zhu; Dan Meng (2025) · Cybersecurity

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  37. “Send to which account?” Evaluation of an LLM-based Scambaiting System

    Hossein Siadati; Haadi Jafarian; Sima Jafarikhah (2025) · 2025 APWG Symposium on Electronic Crime Research (eCrime)

    Collection: APWG.org eCrimes Research · Original collection

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  38. A review of digital twins and their application in cybersecurity based on artificial intelligence

    Mohammadhossein Homaei; Óscar Mogollón-Gutiérrez; José Carlos Sancho; Mar Ávila; Andrés Caro (2024) · Artificial Intelligence Review

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  39. A Systematic Review on Research Utilising Artificial Intelligence for Open Source Intelligence

    Browne et al. (2024)

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  40. Advancing cybersecurity: a comprehensive review of AI-driven detection techniques

    Aya H. Salem; Safaa M. Azzam; O. E. Emam; Amr A. Abohany (2024) · Journal of Big Data

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  41. An innovative GPT-based open-source intelligence using textual cyber-event depictions

    Fahim Sufi (2024) · Natural Language Processing Journal

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  42. Bridging knowledge gap: the contribution of employees’ awareness of AI cyber risks comprehensive program to reducing emerging AI digital threats

    Amir Schreiber; Ilan Schreiber (2024) · Information & Computer Security

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  43. CYBERSECURITY CHALLENGES IN THE AGE OF AI: THEORETICAL APPROACHES AND PRACTICAL SOLUTIONS

    Babajide Tolulope Familoni (2024) · Computer Science & IT Research Journal

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  44. EAGLEEYE Attention to Unveil Malicious Event Sequences from Provenance Graphs

    Philipp Gysel; Candid Wüest; Kenneth Nwafor; Otakar Jašek; Andrey Ustyuzhanin; Dinil Mon Divakaran (2024) · 2024 APWG Symposium on Electronic Crime Research (eCrime)

    Collection: APWG.org eCrimes Research · Original collection

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  45. Evaluation of LLM-based chatbots for OSINT-based Cyber Threat Awareness

    Samaneh Shafee; Alysson Bessani; Pedro M. Ferreira (2024) · Expert Systems with Applications

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  46. Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects

    Iqbal H. Sarker; Helge Janicke; Ahmad Mohsin; Asif Gill; Leandros Maglaras (2024) · ICT Express

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  47. Leveraging AI for Network Threat Detection—A Conceptual Overview

    Muhammad Ali Paracha; Syed Usman Jamil; Khurram Shahzad; Muhammad Arif Khan; Abdul Rasheed (2024) · Electronics

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  48. Multimodal Large Language Models for Phishing Webpage Detection and Identification

    Jehyun Lee; Peiyuan Lim; Bryan Hooi; Dinil Mon Divakaran (2024) · 2024 APWG Symposium on Electronic Crime Research (eCrime)

    Collection: APWG.org eCrimes Research · Original collection

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  49. Navigating Autonomy: Unveiling Security Experts' Perspectives on Augmented Intelligence in Cybersecurity

    Neele Roch; Hannah Sievers; Lorin Schöni; Verena Zimmermann (2024) · USENIX Symposium on Usable Privacy and Security (SOUPS) 2024

    Collection: SOUPS (Symposium On Usable Privacy and Security) and USENIX (the Advanced Computing Systems Association) · Original collection

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  50. XAI-IDS: Toward Proposing an Explainable Artificial Intelligence Framework for Enhancing Network Intrusion Detection Systems

    Osvaldo Arreche; Tanish Guntur; Mustafa Abdallah (2024) · Applied Sciences

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