diff --git a/README.md b/README.md index 42c83f8..d3a95fc 100644 --- a/README.md +++ b/README.md @@ -5223,6 +5223,7 @@ $^\diamond$ Machine/human prompts | 2025-05 | arXiv | SecVulEval | 25440 | C/C++ | "SecVulEval: Benchmarking LLMs for Real-World C/C++ Vulnerability Detection" [[paper](https://arxiv.org/abs/2505.19828)] [[data](https://github.com/basimbd/SecVulEval)] | | 2025-05 | arXiv | SV-TrustEval-C | 3,337 | C | "SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis" [[paper](https://arxiv.org/abs/2505.20630)] [[data](https://github.com/Jackline97/SV-TrustEval-C)] | | 2025-09 | arXiv | MULocBench | 1,100 | Python | "A Benchmark for Localizing Code and Non-Code Issues in Software Projects" [[paper](https://arxiv.org/abs/2509.25242)] [[data](https://huggingface.co/datasets/somethingone/MULocBench)] | +| 2026-04 | arXiv | SecLens | 406 | C, C++, C#, Go, Java, JS, PHP, Python, Ruby, Rust | "SecLens: Role-Specific Evaluation of LLMs for Security Vulnerability Detection" [[paper](https://arxiv.org/abs/2604.01637)] [[data](https://github.com/mattersec-labs/seclens)] | #### Code Retrieval diff --git a/imgs/benchmark1.png b/imgs/benchmark1.png deleted file mode 100644 index 8d644e9..0000000 Binary files a/imgs/benchmark1.png and /dev/null differ diff --git a/imgs/downstream-1.png b/imgs/downstream-1.png deleted file mode 100644 index 9cb9e7c..0000000 Binary files a/imgs/downstream-1.png and /dev/null differ diff --git a/imgs/downstream-2.png b/imgs/downstream-2.png deleted file mode 100644 index dd7c951..0000000 Binary files a/imgs/downstream-2.png and /dev/null differ diff --git a/imgs/downstream-3.png b/imgs/downstream-3.png deleted file mode 100644 index 2bfc89b..0000000 Binary files a/imgs/downstream-3.png and /dev/null differ diff --git a/imgs/downstream-4.png b/imgs/downstream-4.png deleted file mode 100644 index d30e3df..0000000 Binary files a/imgs/downstream-4.png and /dev/null differ diff --git a/imgs/downstream-5.png b/imgs/downstream-5.png deleted file mode 100644 index c1a6c92..0000000 Binary files a/imgs/downstream-5.png and /dev/null differ diff --git a/imgs/model_detail.png b/imgs/model_detail.png deleted file mode 100644 index 1924e43..0000000 Binary files a/imgs/model_detail.png and /dev/null differ diff --git a/imgs/overview.png b/imgs/overview.png deleted file mode 100644 index 98f693f..0000000 Binary files a/imgs/overview.png and /dev/null differ diff --git a/imgs/swe-leaderboard.png b/imgs/swe-leaderboard.png deleted file mode 100644 index d65f99e..0000000 Binary files a/imgs/swe-leaderboard.png and /dev/null differ diff --git a/imgs/wechat.PNG b/imgs/wechat.PNG deleted file mode 100644 index 4e0c0a1..0000000 Binary files a/imgs/wechat.PNG and /dev/null differ diff --git a/imgs/wordcloud.png b/imgs/wordcloud.png deleted file mode 100644 index a06c9af..0000000 Binary files a/imgs/wordcloud.png and /dev/null differ