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Cyber threat intelligence (CTI) is crucial in today's cybersecurity landscape, providing essential insights to understand and mitigate the ever-evolving cyber threats.
Language models are few-shot learners
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A Review of Attribution Technical for APT Attacks. In 2022 7th IEEE International Conference on Data Science in Cyberspace (DSC) . IEEE, 512–518
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Recommending root-cause and mitigation steps for cloud incidents using large language models. In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE) . IEEE, 1737–1749
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Purple llama cyberseceval: A secure coding benchmark for language models
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Securefalcon: The next cyber reasoning system for cyber security
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SecEval: A Comprehensive Benchmark for Evaluating Cybersecurity Knowledge of Foundation Models
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Holistic Evaluation of Language Models
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National Vulnerability Database
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Techniques - Enterprise | MITRE ATT&CK®
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SECURE: Benchmarking Generative Large Language Models for Cybersecurity Advisory
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Common Attack Pattern Enumerations and Classifications
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Zefang Liu. 2023 · 2023
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Large Language Models in Cybersecurity: Upcoming AI Trends in 2023-24
Aleena Noor. [n. d.] · 2023
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Code llama: Open foundation models for code
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RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair
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Towards Evaluation and Understanding of Large Language Models for Cyber Operation Automation. In 2023 IEEE Conference on Communications and Network Security (CNS) . IEEE, 1–6
Madeena Sultana, Adrian Taylor, Li Li, and Suryadipta Majumdar. 2023 · 2023
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Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
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KoLA: Carefully Benchmarking World Knowledge of Large Language Models. In The Twelfth International Conference on Learning Representations
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Threat Actors (powered by MISP)
Fraunhofer FKIE. 2024 · 2024
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Hangyuan Ji, Jian Yang, Linzheng Chai, Chaoren Wei, Liqun Yang, Yunlong Duan, Yunli Wang, Tianzhen Sun, Hongcheng Guo, Tongliang Li, et al · 2024
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CyberBench: A Multi-Task Benchmark for Evaluating Large Language Models in Cybersecurity
Zefang Liu, Jialei Shi, and John F Buford. 2024 · 2024
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CVE → CWE Mapping "Root Cause Mapping" Guidance
MITRE. 2024 · 2024
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CVEs published in 2024
CVE Project. 2024a · 2024
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CVSS2/3/4 library with interactive calculator for Python 2 and Python 3
Red Hat Product Security. 2023 · 2024
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Finetuning Large Language Models for Vulnerability Detection
Alexey Shestov, Anton Cheshkov, Rodion Levichev, Ravil Mussabayev, Pavel Zadorozhny, Evgeny Maslov, Chibirev Vadim, and Egor Bulychev. 2024 · 2024
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Gemma: Open models based on gemini research and technology
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LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks. In 2024 IEEE Symposium on Security and Privacy (SP) . IEEE Computer Society, 199–199
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M3exam: A multilingual, multimodal, multilevel benchmark for examining large language models
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