“AI vulnerabilities exist in behavior, not code...”

“Anthropic's 'Cowork' has a vulnerability that allows it to read and execute malicious prompts from files uploaded by the user.”

“From airports to secure facilities, drone incidents expose a security gap where AI detection alone falls short.”

“Like, I was doing personality stuff with it, and when replying he sent a "fake link" that led me to Never Gonna Give You Up....”

“Varonis Threat Labs discovered a vulnerability in Copilot where a single click on a URL link could lead to the theft of various confidential data.”

“A specific quote cannot be provided as the article's content is missing. This space is left blank.”

“Kids are being identified as adults—and vice versa—on Roblox, while age-verified accounts are already being sold online.”

“In this tutorial, we build an advanced, multi-turn crescendo-style red-teaming harness using Garak to evaluate how large language models behave under gradual conversational pressure.”

“The article's author, a product manager, noted that the vulnerability affects AI chat products generally and is essential knowledge.”

“Given the limited information, a direct quote is unavailable. This is an analysis of a news item. Therefore, this section will discuss the importance of monitoring AI's influence in the digital space.”

“The article's content is missing, thus a direct quote cannot be provided.”

“A small number of samples can poison LLMs of any size.”

“By selectively flipping a fraction of samples from...”

“The article summarizes announcements from I-D Announce and IETF Announce, indicating a focus on standardization efforts within the IETF.”

“"悪意あるプロンプトでシステムプロンプトが漏洩した」「チャットボットが誤った情報を回答してしまった" (Malicious prompts leaked system prompts, and chatbots answered incorrect information.)”

“Article URL: https://www.promptarmor.com/resources/notion-ai-unpatched-data-exfiltration”

“While security for text-based LLMs is an active area of research, existing solutions are often insufficient to address the unique threats for the embodied robotic agents, where malicious outputs manifest not merely as harmful text but as dangerous physical actions.”

“"Claude is genuinely impressive, but the gap between 'looks right' and 'actually right' is bigger than I expected."”

“Article URL: http://mpaxos.com/blog/rusty-cpp.html”

“The chatbot was vulnerable to prompt injection attacks, allowing access to internal system information and potentially customer data.”

“Given that 90%+ of the advanced chips used for ai are made exclusively in Taiwan, where is this all going?”

“Generative classifiers...can avoid this issue by modeling all features, both core and spurious, instead of mainly spurious ones.”

“Even the top-performing OpenAI-GPT-5.1 achieves only 62.07% accuracy, and model performance displays a clear gradient distribution.”

“The proposed method successfully created adversarial examples that lead to depth misestimations, resulting in parts of objects disappearing from the target scene.”

“Our method updates a small, targeted subset of parameters during inference using only the incoming utterance, requiring no source data or labels.”

“HeteroHBA consistently achieves higher attack success than prior backdoor baselines with comparable or smaller impact on clean accuracy.”

“CPR achieves an F1 score of 0.632 under SAP attacks, surpassing Median Smoothing (0.541 F1) by 9.1%.”

“The study found a 'Temporal Asymmetry, where past-tense framing bypassed defenses (15.6% safe) while future-tense scenarios triggered hyper-conservative refusals (57.2% safe).'”

“BLVSPs used GenAI for many software development tasks, resulting in benefits such as increased productivity and accessibility. However, significant costs were also accompanied by GenAI use as they were more vulnerable to hallucinations than their sighted colleagues.”

“Attacks are highly domain-dependent (airline support is most exploitable) and technique-dependent (payload splitting is most consistently effective).”

“The paper states that RAGPart and RAGMask consistently reduce attack success rates while preserving utility under benign conditions.”

“The framework incorporates a Salient Region Selection module and a Jacobian Vector Product Guidance mechanism to generate physically plausible adversarial objects.”

“Out-of-distribution prompts can manipulate the routing strategy such that all tokens are consistently routed to the same set of top-$k$ experts, which creates computational bottlenecks.”

“The paper's core contribution is "DivQAT, a novel algorithm to train quantized CNNs based on Quantization Aware Training (QAT) aiming to enhance their robustness against extraction attacks."”

“The paper demonstrates consistently high attack success rates with minimal perceptual distortion, revealing a critical and previously underexplored attack surface at the encoder level of multimodal systems.”

“Prompt injection induces substantial changes in review scores and accept/reject decisions for English, Japanese, and Chinese injections, while Arabic injections produce little to no effect.”

“The paper suggests a Cross-Agent Multimodal Provenance-Aware Defense Framework whereby all the prompts, either user-generated or produced by upstream agents, are sanitized and all the outputs generated by an LLM are verified independently before being sent to downstream nodes.”

“Experimental outcomes indicate better detection accuracy, shorter mitigation latency and reasonable build-time overhead than rule-based, provenance only and RL only baselines.”

“The RL-GOAL attacker achieves higher mean OGF (up to 2.81 +/- 1.38) across victims, demonstrating its effectiveness.”

“A last-layer Laplace approximation yields uncertainty estimates that correlate well with segmentation errors, indicating a meaningful signal.”

“RobustMask successfully certifies over 20% of candidate documents within the top-10 ranking positions against adversarial perturbations affecting up to 30% of their content.”

“The framework operates by analyzing deviations in system outputs and behaviors, which are then categorized into three groups: physical, control, and measurement contingencies.”

“The paper details the application of these paradigms across the digital chip design flow, including the construction of agentic cognitive architectures based on multimodal foundation models, frontend RTL code generation and intelligent verification, and backend physical design featuring algorithmic innovations and tool orchestration.”

“Agents are susceptible to prompt injection in 25% of tasks on average (13% for GPT-5 to 43% for DeepSeek-R1).”

“Players logging into the game on Dec. 27 were greeted by billions of additional game credits.”

“even if the system is doing the right thing, the way it communicates about threats can become the threat itself.”

“even if the system is doing the right thing, the way it communicates about threats can become the threat itself.”

“Let's hope there's no lasting damage to the in-game economy.”

“Unknown entities have seemingly taken control of Rainbow Six Siege, giving away billions in credits and other rare goodies to random players.”

“Dark patterns successfully steer agent trajectories towards malicious outcomes in over 70% of tested generated and real-world tasks.”