Physical Sciences › Computer Science › Artificial Intelligence

Adversarial Robustness in Machine Learning

Lag Scorepending

Works: 2,226
Open access: 2,069
With affiliation: 1,329
Secondary flags: 277

Coverage by publication day

last 28 days

Oct 9peak 63 · Oct 29Nov 5

1,024 works dated in this range. Filled columns fall inside the last harvested window; unfilled days have not been collected yet. Source: OpenAlex ingestion, by publication date.

Recent works

Evaluating Indirect Prompt Injection in RAG Systems: Defense-in-Depth, Retrieval Effects, and Security-Utility Trade-offs
Dec 3, 20260 citationsopen access
Data poisoning of AI-based Intrusion Detection Systems
Nov 17, 20260 citationsopen access
Emergence-Driven Security of LLM Agents
Nov 15, 20260 citationsopen access
Does the Unsafe Gradient Survive a Conversation? On the Fragility of Gradient-Based Jailbreak Detection in Multi-Turn Dialogue
Nov 5, 20260 citationsopen access
AUDY: An Autonomous LLM-Driven AI Agent for Localized Automated Infrastructure Penetration Testing
Nov 5, 20260 citations
Safer Content or Firmer Refusals? A Hybrid Perturbation Defense for Alignment under Harmful Fine-tuning
Nov 5, 20260 citationsopen access
SoK: The Security-Safety Continuum of Multimodal Foundation Models
Nov 5, 20264 citationsopen access
Beyond Attack Success Rate: Examining Trigger Leakage in Vision-Language Agentic Systems
Nov 5, 20260 citationsopen access

Affiliations

Nanyang Technological UniversitySG47
Tsinghua UniversityCN31
National University of SingaporeSG30
Shanghai Jiao Tong UniversityCN24
Zhejiang UniversityCN24
Beihang UniversityCN21

Every figure here comes from the scientific dimension only. The Lag Score stays pending until the market-cap dimension is mapped onto research topics.

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