后门攻击论文趋势 2023–2026

触发器与检测

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 381 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

后门攻击论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20232115112673
202436272418105
20253125171992
202636203619111

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

全部后门攻击论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 81 篇，第 1 / 2 页

  1. CVPR 2026AdapAction Adaptive Target Action Backdoor Attack against GUI Agents
  2. CVPR 2026AntiStyler Defending Object Detection Models Against Adversarial Patch Attacks Using
  3. CVPR 2026BlackMirror Black-Box Backdoor Detection for Text-to-Image Models via Instruction-Response Deviation
  4. CVPR 2026Eliminate Distance Differences Induced by Backdoor Attacks Layer-Selective Training and
  5. CVPR 2026Exposing Functional Fusion A New Class of Strategic Backdoor in
  6. CVPR 2026FORCE Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction
  7. CVPR 2026Fractal Camouflage A Bio-Inspired Approach for Multi-Scale Adversarial Attacks in
  8. CVPR 2026Good Can Sometimes be Bad A Unified Attack against 3D
  9. CVPR 2026IAG Input-aware Backdoor Attack on VLM-based Visual Grounding
  10. CVPR 2026Logit-Margin Repulsion for Backdoor Defense
  11. CVPR 2026Out of Sight Out of Track Adversarial Attacks on Propagation-based
  12. CVPR 2026Phantom Physical Object Interactions as Dynamic Triggers for NMS-Exploited Backdoors
  13. CVPR 2026RaPA Enhancing Transferable Targeted Attacks via Random Parameter Pruning
  14. CVPR 2026Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models
  15. CVPR 2026Towards Robust Multimodal Large Language Models Against Jailbreak Attacks
  16. CVPR 2026Towards Stealthy and Effective Backdoor Attacks on Lane Detection A
  17. CVPR 2026VCP-Attack Visual-Contrastive Projection for Transferable Black-Box Targeted Attacks on Large
  18. CVPR 2026When Robots Obey the Patch Universal Transferable Patch Attacks on
  19. CVPR 2025BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
  20. CVPR 2025Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models
  21. CVPR 2025Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices
  22. CVPR 2025DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders
  23. CVPR 2025Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection
  24. CVPR 2025Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations
  25. CVPR 2025EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection
  26. CVPR 2025Improving Transferable Targeted Attacks with Feature Tuning Mixup
  27. CVPR 2025Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning
  28. CVPR 2025Invisible Backdoor Attack against Self-supervised Learning
  29. CVPR 2025Mind the Gap: Detecting Black-box Adversarial Attacks in the Making through Query Update Analysis
  30. CVPR 2025Model Poisoning Attacks to Federated Learning via Multi-Round Consistency
  31. CVPR 2025PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
  32. CVPR 2025Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift
  33. CVPR 2025Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models
  34. CVPR 2025Test-Time Backdoor Detection for Object Detection Models
  35. CVPR 2025UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models
  36. CVPR 2025Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
  37. CVPR 2025Your Scale Factors are My Weapon: Targeted Bit-Flip Attacks on Vision Transformers via Scale Factor Manipulation
  38. CVPR 2024Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving
  39. CVPR 2024Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models
  40. CVPR 2024Backdoor Defense via Test-Time Detecting and Repairing
  41. CVPR 2024BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning
  42. CVPR 2024BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP
  43. CVPR 2024Data Poisoning based Backdoor Attacks to Contrastive Learning
  44. CVPR 2024GLOW: Global Layout Aware Attacks on Object Detection
  45. CVPR 2024Improving Transferable Targeted Adversarial Attacks with Model Self-Enhancement
  46. CVPR 2024LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
  47. CVPR 2024Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks
  48. CVPR 2024Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers
  49. CVPR 2024One-Class Face Anti-spoofing via Spoof Cue Map-Guided Feature Learning
  50. CVPR 2024Overload: Latency Attacks on Object Detection for Edge Devices

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 查后门攻击在 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": "backdoor-attacks"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇后门攻击论文？
共 381 篇，按年份分别是 2023 年 73 篇、2024 年 105 篇、2025 年 92 篇、2026 年 111 篇。
NeurIPS 2026 有多少篇后门攻击论文？
NeurIPS 2026 有 36 篇后门攻击论文，上一届是 31 篇。
ICLR 2026 有多少篇后门攻击论文？
ICLR 2026 有 20 篇后门攻击论文，上一届是 25 篇。
ICML 2026 有多少篇后门攻击论文？
ICML 2026 有 36 篇后门攻击论文，上一届是 17 篇。
CVPR 2026 有多少篇后门攻击论文？
CVPR 2026 有 19 篇后门攻击论文，上一届是 19 篇。
哪个会议的后门攻击论文最多？
NeurIPS，2023–2026 年共 124 篇。

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