Applications · security papers, 2023–2026

Key findings

• Applications · security went from 3 papers in 2023 to 10 in 2026, roughly 3.3x in three years.
• NeurIPS publishes the most Applications · security work: 11 papers from 2023 to 2026, 39% of the four-venue total.
• Among the 10 topics under Application Domains, it ranks #8 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 3.3x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Applications · security papers

11 papers, page 1 of 1

1. NeurIPS 2026Certified Single-Level Reformulation for Tri-Level Cyber-Physical Grid Security
2. NeurIPS 2026Embedding Security Properties into AI-Enabled Cyber-Physical Systems
3. NeurIPS 2025Antidistillation Sampling
4. NeurIPS 2025Self-Supervised Learning of Graph Representations for Network Intrusion Detection
5. NeurIPS 2025SilentStriker: Toward Stealthy Bit-Flip Attacks on Large Language Models
6. NeurIPS 2024Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
7. NeurIPS 2024Can Simple Averaging Defeat Modern Watermarks?
8. NeurIPS 2024Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
9. NeurIPS 2024NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
10. NeurIPS 2023Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction
11. NeurIPS 2023Label Poisoning is All You Need

FAQ

How many Applications · security papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

28 in total: 3 in 2023, 6 in 2024, 9 in 2025, 10 in 2026.

How many Applications · security papers are at NeurIPS 2026?

NeurIPS 2026 has 2 Applications · security papers, versus 3 the year before.

How many Applications · security papers are at ICLR 2026?

ICLR 2026 has 2 Applications · security papers, versus 1 the year before.

How many Applications · security papers are at ICML 2026?

ICML 2026 has 5 Applications · security papers, versus 4 the year before.

How many Applications · security papers are at CVPR 2026?

CVPR 2026 has 1 Applications · security papers, versus 1 the year before.

Which conference publishes the most Applications · security papers?

NeurIPS, with 11 papers from 2023 to 2026.