应用 · security论文趋势 2023–2026
应用方向：security
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 28 篇被归入该主题的论文。
主要结论
- 应用 · security论文从 2023 年的 3 篇增长到 2026 年的 10 篇，三年间扩大到约 3.3 倍。
- NeurIPS 是发应用 · security论文最多的会议，2023–2026 年共 11 篇，占四个会议总量的 39%。
- 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 8；同组增长最快的应用 · health medicine是 61 倍，应用 · security是 3.3 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 2 | 0 | 0 | 1 | 3 |
| 2024 | 4 | 1 | 0 | 1 | 6 |
| 2025 | 3 | 1 | 4 | 1 | 9 |
| 2026 | 2 | 2 | 5 | 1 | 10 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- NeurIPS 2026Embedding Security Properties into AI-Enabled Cyber-Physical Systems
- ICML 2026Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection
- ICLR 2026Intrinsic Explanation of Random Subspace Method for Enhanced Security Applications
- CVPR 2026Enhancing the Security of Visual Speaker Authentication Based on Dynamic
- NeurIPS 2025Antidistillation Sampling
- ICML 2025Position: Certified Robustness Does Not (Yet) Imply Model Security
- ICLR 2025Safety Layers in Aligned Large Language Models: The Key to LLM Security
- CVPR 2025Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning
- NeurIPS 2024NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
- ICLR 2024Language Model Inversion
- CVPR 2024Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space
- NeurIPS 2023Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction
- CVPR 2023RWSC-Fusion: Region-Wise Style-Controlled Fusion Network for the Prohibited X-Ray Security Image Synthesis
- NeurIPS 2026Certified Single-Level Reformulation for Tri-Level Cyber-Physical Grid Security
- ICML 2026One Bug, Hundreds Behind: LLMs for Large-Scale Bug Discovery
- ICLR 2026Every Language Model Has a Forgery-Resistant Signature
- NeurIPS 2025SilentStriker: Toward Stealthy Bit-Flip Attacks on Large Language Models
- ICML 2025Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
- NeurIPS 2024Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
- NeurIPS 2023Label Poisoning is All You Need
全部应用 · security论文
共 28 篇，第 1 / 1 页
- CVPR 2026Enhancing the Security of Visual Speaker Authentication Based on Dynamic
- ICLR 2026Every Language Model Has a Forgery-Resistant Signature
- ICLR 2026Intrinsic Explanation of Random Subspace Method for Enhanced Security Applications
- ICML 2026Beyond Rewards in RL for Cyber Defence
- ICML 2026CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability
- ICML 2026Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection
- ICML 2026One Bug, Hundreds Behind: LLMs for Large-Scale Bug Discovery
- ICML 2026OpenSage: Self-programming Agent Generation Engine
- NeurIPS 2026Certified Single-Level Reformulation for Tri-Level Cyber-Physical Grid Security
- NeurIPS 2026Embedding Security Properties into AI-Enabled Cyber-Physical Systems
- CVPR 2025Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning
- ICLR 2025Safety Layers in Aligned Large Language Models: The Key to LLM Security
- ICML 2025Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
- ICML 2025EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
- ICML 2025Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability
- ICML 2025Position: Certified Robustness Does Not (Yet) Imply Model Security
- NeurIPS 2025Antidistillation Sampling
- NeurIPS 2025Self-Supervised Learning of Graph Representations for Network Intrusion Detection
- NeurIPS 2025SilentStriker: Toward Stealthy Bit-Flip Attacks on Large Language Models
- CVPR 2024Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space
- ICLR 2024Language Model Inversion
- NeurIPS 2024Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
- NeurIPS 2024Can Simple Averaging Defeat Modern Watermarks?
- NeurIPS 2024Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
- NeurIPS 2024NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
- CVPR 2023RWSC-Fusion: Region-Wise Style-Controlled Fusion Network for the Prohibited X-Ray Security Image Synthesis
- NeurIPS 2023Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction
- NeurIPS 2023Label Poisoning is All You Need
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查应用 · security在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "app-security"}
常见问题
- 2023–2026 年四大会议一共有多少篇应用 · security论文？
- 共 28 篇，按年份分别是 2023 年 3 篇、2024 年 6 篇、2025 年 9 篇、2026 年 10 篇。
- NeurIPS 2026 有多少篇应用 · security论文？
- NeurIPS 2026 有 2 篇应用 · security论文，上一届是 3 篇。
- ICLR 2026 有多少篇应用 · security论文？
- ICLR 2026 有 2 篇应用 · security论文，上一届是 1 篇。
- ICML 2026 有多少篇应用 · security论文？
- ICML 2026 有 5 篇应用 · security论文，上一届是 4 篇。
- CVPR 2026 有多少篇应用 · security论文？
- CVPR 2026 有 1 篇应用 · security论文，上一届是 1 篇。
- 哪个会议的应用 · security论文最多？
- NeurIPS，2023–2026 年共 11 篇。