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# International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security 2026: all accepted papers

27 papers · the most cited first · [← International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security 2026](https://md.research.elamur.ai/free/en/venues/nlpaics/2026/)

1. **[A Linguistic Analysis of Prompt Injection in Large Language Models ↗](https://aclanthology.org/2026.nlpaics-1.17/)**Priscilla Adenuga
2. **[A Neuro-Cyber Exploitation and Reconnaissance Taxonomy (NeuroCERT) for Human-Centric Cybersecurity ↗](https://aclanthology.org/2026.nlpaics-1.15/)**Cengiz Acarturk, Melike Çağlayan, Ece Caglayan et al.
3. **[Analysing Self-Harm Representations in Language Models: a Cross-Architecture Study ↗](https://aclanthology.org/2026.nlpaics-1.16/)**Luis Espinosa Anke, Carla Perez Almendros
4. **[Bloc-Conditional Event States: Measuring Cross-Coverage Divergence for Threat-Intelligence Analysis ↗](https://aclanthology.org/2026.nlpaics-1.10/)**Maryam Fooladi, Federico Bottino
5. **[CSULoRA: Closest Safe Update Low-Rank Adaptation](https://md.research.elamur.ai/free/en/papers/marchenko-2026-csulora-closest-safe-update-low/)**Oleksandr Marchenko, Adelaide Danilov, Aria Nourbakhsh et al.*our summary*
6. **[Code Without Context: Can We Trust LLMs to Test Software from Informal Descriptions? ↗](https://aclanthology.org/2026.nlpaics-1.5/)**Amneh Al Abdi, Saad Ezzini
7. **[Command-Line Obfuscation Detection in Real-World Telemetry under Extreme Class Imbalance](https://md.research.elamur.ai/free/en/papers/outrata-2026-command-line-obfuscation-detection-real/)**Vojtěch Outrata, Barbora Štěpánková, Michael Adam Polák et al.*our summary*
8. **[Does Hate Transfer? Cross-Lingual Generalisation of Offensive Content Detection Across Indic Languages](https://md.research.elamur.ai/free/en/papers/reddy-2026-does-hate-transfer-cross-lingual/)**Purandhar M. Reddy, Sara Renjit*our summary*
9. **[Exploring Cross-Lingual Transfer in Transformer-Based Fraud Detection Models](https://md.research.elamur.ai/free/en/papers/murillo-2026-exploring-cross-lingual-transfer-transformer/)**Iván Martínez Murillo, Robiert Sepúlveda-Torres, Juan Pablo Consuegra-Ayala*our summary*
10. **[Exploring the Manifestation of Schwartz's Basic Human Values in Large Language Models ↗](https://aclanthology.org/2026.nlpaics-1.21/)**Ryan Hyland, Lewis Newsham, Daniel Prince
11. **[Fine-Tuning Small Language Models for Cybersecurity: Data Ordering, Knowledge Distillation, and the Educator Effect ↗](https://aclanthology.org/2026.nlpaics-1.6/)**Ozkan Kilic, Raja Soundaramourty, Ramu Chenchaiah
12. **[From Decision Tree to Detection Pipeline: Formalizing van Dijk's Socio-Cognitive Framework for Automated Anti-Language Identification in RICO Transcripts](https://md.research.elamur.ai/free/en/papers/morandini-2026-decision-tree-detection-pipeline-formalizing/)**Elena Morandini*our summary*
13. **[From Detection to Attribution: Forensic Linguistics and Adversarial Red Teaming as Complementary Responses to LLM Misuse](https://md.research.elamur.ai/free/en/papers/silva-2026-detection-attribution-forensic-linguistics-adversarial/)**Rui Sousa-Silva*our summary*
14. **[Grieve-JA: A Psycholinguistic Dictionary for Grievance-Fuelled Language in Japanese ↗](https://aclanthology.org/2026.nlpaics-1.2/)**Emilie Francis
15. **[How Well Do Commodity Text-to-Speech Systems Evade Acoustic Perturbation Detection? A Multi-Engine Evaluation Across 21 Languages](https://md.research.elamur.ai/free/en/papers/marchenko-2026-how-well-do-commodity-text/)**Anatoly Marchenko*our summary*
16. **[Judging the LLM Judges: A Human-Centric Validation of LLM-Generated Training Data for Software Retrieval ↗](https://aclanthology.org/2026.nlpaics-1.20/)**Ogtay Hasanov, Saad Ezzini
17. **[LLM-based Defense Against Adversarial Abstracts in ML/AI Conference Reviewer Assignments ↗](https://aclanthology.org/2026.nlpaics-1.12/)**Mohamed Omar Cherif, Christophe Cerisara, Julien Falgas
18. **[LLMs in the Enterprise: A Systematic Review of Security Architectures for RAG-Augmented Chatbots ↗](https://aclanthology.org/2026.nlpaics-1.25/)**Fatimah A. Alali, Haya Aldawsari, Saad Ezzini et al.
19. **[Large-Scale Multilingual SMS Fraud Detection For Telecom Networks ↗](https://aclanthology.org/2026.nlpaics-1.7/)**Orlando Amaral Cejas, Yuejun Guo, Qiang Tang
20. **[OBSIDIAN: An OSINT-Driven NLP Framework for Detecting Cyber-Physical Threats in Arabic Social Media](https://md.research.elamur.ai/free/en/papers/almalki-2026-obsidian-osint-driven-nlp-framework/)**Abdullah Saeed Almalki, Salmane Chafik, Saad Ezzini*our summary*
21. **[Partner Attribution Bias in LLM-Assisted Export Control Screening ↗](https://aclanthology.org/2026.nlpaics-1.26/)**Salem Alotaibi, Alexei Lisitsa, Antony McCabe
22. **[Pragmatic Profiling for Disinformation Detection: An Exploratory Analysis of Stylistic Features in Spanish News ↗](https://aclanthology.org/2026.nlpaics-1.3/)**Alba Perez-Montero, María Miró Maestre, Elena Lloret et al.
23. **[Privacy VITA: a new multilingual and multimodal annotated video corpus to evaluate anonymization systems](https://md.research.elamur.ai/free/en/papers/rico-2026-privacy-vita-new-multilingual-multimodal/)**Jorge Rico, Sofia Contreras, Enrique Manjavacas Arevalo et al.*our summary*
24. **[Semantic Clustering of Obfuscated Command-Line Detections for Alert Reduction](https://md.research.elamur.ai/free/en/papers/stepankova-2026-semantic-clustering-obfuscated-command-line/)**Barbora Štěpánková, Vojtěch Outrata, Martin Kopp*our summary*
25. **[The Human Attack Surface: Detecting Psychological Vulnerabilities to Cyber Threats using AI and Social Media ↗](https://aclanthology.org/2026.nlpaics-1.14/)**Aadil Gani Ganie, Saad Ezzini
26. **[Transformer-Assisted LLM-Based Source Code Summarisation: to Enable More Secure Software Development](https://md.research.elamur.ai/free/en/papers/phillips-2026-transformer-assisted-llm-based-source/)**Jesse Phillips, Tracy Hall, Paul Rayson et al.*our summary*
27. **[When Privacy Helps: Pseudonymisation as a Strategy for Improved Cyber Incident Classification ↗](https://aclanthology.org/2026.nlpaics-1.23/)**Loya C. Haughton, Eduardo Fidalgo, Rocío Alaiz-Rodríguez et al.
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