·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
Beyond a Single Direction: Chain-of-Thought Disrupts Simple Steering of Refusal4h◆RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching4h◆VarRate: Training-Free Variable-Rate KV Cache Compression for Long-Context LLMs4h◆Adaptive Multi-Step Lookahead Decoding for Diffusion Language Models4h◆An Auto-Scaling Approach for Serverless Environments Based on a Multi-Expert Consensus Mechanism4h◆Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching4h◆Candidate Attended Dialogue State Tracking Using BERT4h◆An Exam for Active Observers4h◆A Neuro-Symbolic Approach for Probabilistic Reasoning on Graph Data4h◆Agent Step Value: Auditing Evaluator-Channel Reversals in Black-Box Agent Traces4h◆Evidence-Aware MapReduce for Forkable Compute4h◆From Plausible to Actionable: A Position on LLM Self-Explanations4h◆Robust Explanations for User Trust in Enterprise NLP Systems4h◆Brain-CLIPLM: Semantic Compression for EEG-to-Text Decoding4h◆Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery4h◆Looped Latent Attention: Cross-Loop KV Compression for Looped Transformers4h◆SODA: Semi On-Policy Black-Box Distillation for Large Language Models4h◆Graph Coloring Approach to Solving Sudoku with Oscillatory Neural Networks4h◆MLLM-DataEngine: Closing the Loop of Multimodal Instruction Tuning Data Generation4h◆Retraining Seeks Stable Signals4h◆Beyond a Single Direction: Chain-of-Thought Disrupts Simple Steering of Refusal4h◆RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching4h◆VarRate: Training-Free Variable-Rate KV Cache Compression for Long-Context LLMs4h◆Adaptive Multi-Step Lookahead Decoding for Diffusion Language Models4h◆An Auto-Scaling Approach for Serverless Environments Based on a Multi-Expert Consensus Mechanism4h◆Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching4h◆Candidate Attended Dialogue State Tracking Using BERT4h◆An Exam for Active Observers4h◆A Neuro-Symbolic Approach for Probabilistic Reasoning on Graph Data4h◆Agent Step Value: Auditing Evaluator-Channel Reversals in Black-Box Agent Traces4h◆Evidence-Aware MapReduce for Forkable Compute4h◆From Plausible to Actionable: A Position on LLM Self-Explanations4h◆Robust Explanations for User Trust in Enterprise NLP Systems4h◆Brain-CLIPLM: Semantic Compression for EEG-to-Text Decoding4h◆Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery4h◆Looped Latent Attention: Cross-Loop KV Compression for Looped Transformers4h◆SODA: Semi On-Policy Black-Box Distillation for Large Language Models4h◆Graph Coloring Approach to Solving Sudoku with Oscillatory Neural Networks4h◆MLLM-DataEngine: Closing the Loop of Multimodal Instruction Tuning Data Generation4h◆Retraining Seeks Stable Signals4h◆
News/Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents
arxiv
PublishedJuly 20, 2026 at 4:00 AM

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2607.15657v1 Announce Type: cross Abstract: Multimodal AI agents increasingly rely on persistent long-term memory to ground generation in past visual and textual episodes. We show that unconditional trust in visual data creates a critical vulnerability. We propose Lucid, a black-box adversaria

Stay posted· Newsletter

A 5-min weekly brief — top movers, price watch, story of the week.

// no spam · unsubscribe one-click · free forever

Discussion
Source
↗
arxiv
Read original ↗All from arxiv →

No replies yet. Be first.

Source
↗
arxiv
Read original ↗All from arxiv →

Related coverage

More from ARXIV
arxivBeyond a Single Direction: Chain-of-Thought Disrupts Simple Steering of Refusal4harxivRobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching4harxivVarRate: Training-Free Variable-Rate KV Cache Compression for Long-Context LLMs4harxivAdaptive Multi-Step Lookahead Decoding for Diffusion Language Models4h
The Bubble Brief
WEEKLY

Read AI insights every Tuesday — top movers, new releases, story of the week.

// no spam · unsubscribe one-click · free forever

Originally published on arxiv ↗
HomeModelsNews