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◬ AI & Machine Learning Apr 20, 2026
Privacy-Preserving LLMs Routing

arXiv:2604.15728v1 Announce Type: new Abstract: Large language model (LLM) routing has emerged as a critical strategy to balance model performance and cost-efficiency by dynamically selecting services…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries

arXiv:2604.15717v1 Announce Type: new Abstract: A central goal of LLM alignment is to balance helpfulness with harmlessness, yet these objectives conflict when the same knowledge serves both legitimat…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting

arXiv:2604.15677v1 Announce Type: new Abstract: Website fingerprinting (WF) attacks infer the websites visited by users from encrypted traffic in anonymous networks such as Tor. Existing deep learning…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
DPDSyn: Improving Differentially Private Dataset Synthesis for Model Training by Downstream Task Guidance

arXiv:2604.15660v1 Announce Type: new Abstract: How to synthesize a dataset while achieving differential privacy for AI model training is a meaningful but challenging problem. To address this problem,…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
Half-Moon Cookie: Private, Similarity-Based Blocklisting with TOCTOU-Attack Resilience

arXiv:2604.15641v1 Announce Type: new Abstract: Blocklisting is a common technique for preventing the use of known malicious content. However, conventional blocklisting infrastructures require either …

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
Too Private to Tell: Practical Token Theft Attacks on Apple Intelligence

arXiv:2604.15637v1 Announce Type: new Abstract: Apple Intelligence is a generative AI (GenAI) service provided by Apple on its devices. While offering a similar set of features as other similar GenAI …

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
Privacy, Prediction, and Allocation

arXiv:2604.15596v1 Announce Type: new Abstract: Algorithmic predictions are increasingly used to inform the allocation of scarce resources. The promise of these methods is that, through machine learni…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
CSLE: A Reinforcement Learning Platform for Autonomous Security Management

arXiv:2604.15590v1 Announce Type: new Abstract: Reinforcement learning is a promising approach to autonomous and adaptive security management in networked systems. However, current reinforcement learn…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
A Framework for Post Quantum Migration in IoT-Based Healthcare Systems

arXiv:2604.15584v1 Announce Type: new Abstract: Smart healthcare industry is increasingly relying on Internet of Things (IoT) devices to improve patient care and operational efficiency. However, the c…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
SecureRouter: Encrypted Routing for Efficient Secure Inference

arXiv:2604.15499v1 Announce Type: new Abstract: Cryptographically secure neural network inference typically relies on secure computing techniques such as Secure Multi-Party Computation (MPC), enabling…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents?

arXiv:2604.15415v1 Announce Type: new Abstract: Large language models (LLMs) have evolved into autonomous agents that rely on open skill ecosystems (e.g., ClawHub and Skills.Rest), hosting numerous pu…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
Graded Symbolic Verification with a Fuzzy Dolev-Yao Attacker Model

arXiv:2604.15402v1 Announce Type: new Abstract: Classical symbolic protocol verification under Dolev--Yao uses binary attacker knowledge (known/unknown). This abstraction misses cumulative side-channe…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
LinuxArena: A Control Setting for AI Agents in Live Production Software Environments

arXiv:2604.15384v1 Announce Type: new Abstract: We introduce LinuxArena, a control setting in which agents operate directly on live, multi-service production environments. LinuxArena contains 20 envir…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
The Synthetic Media Shift: Tracking the Rise, Virality, and Detectability of AI-Generated Multimodal Misinformation

arXiv:2604.15372v1 Announce Type: new Abstract: As generative AI advances, the distinction between authentic and synthetic media is increasingly blurred, challenging the integrity of online informatio…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
TopFeaRe: Locating Critical State of Adversarial Resilience for Graphs Regarding Topology-Feature Entanglement

arXiv:2604.15370v1 Announce Type: new Abstract: Graph adversarial attacks are usually produced from the two perspectives of topology/structure and node feature, both of them represent the paramount ch…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
An Agentic Workflow for Detecting Personally Identifiable Information in Crash Narratives

arXiv:2604.15369v1 Announce Type: new Abstract: Crash narratives in crash reports provide crucial contextual information for traffic safety analysis. Yet, their broader use is hindered by the presence…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
LogJack: Indirect Prompt Injection Through Cloud Logs Against LLM Debugging Agents

arXiv:2604.15368v1 Announce Type: new Abstract: LLM debugging agents that consume cloud logs and execute remediation commands are vulnerable to indirect prompt injection through log content. We presen…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
SoK: Security of Autonomous LLM Agents in Agentic Commerce

arXiv:2604.15367v1 Announce Type: new Abstract: Autonomous large language model (LLM) agents such as OpenClaw are pushing agentic commerce from human-supervised assistance toward machine actors that c…

arXiv Security Read →
◬ AI & Machine Learning Apr 20, 2026
SQL functions in Google Sheets to fetch data from Datasette

TIL: SQL functions in Google Sheets to fetch data from Datasette I put together some notes on patterns for fetching data from a Datasette instance directly into Google Sheets - using the importdata() …

Simon Willison Read →
◬ AI & Machine Learning Apr 20, 2026
Claude Token Counter, now with model comparisons

Claude Token Counter, now with model comparisons I upgraded my Claude Token Counter tool to add the ability to run the same count against different models in order to compare them. As far as I can tel…

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◬ AI & Machine Learning Apr 19, 2026
Headless everything for personal AI

Headless everything for personal AI Matt Webb thinks headless services are about to become much more common: Why? Because using personal AIs is a better experience for users than using services direct…

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◬ AI & Machine Learning Apr 19, 2026
Cybersecurity Arms Race: Microsoft vs. Hackers in 2026 - Dailyhunt

Cybersecurity Arms Race: Microsoft vs. Hackers in 2026 Dailyhunt

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◬ AI & Machine Learning Apr 18, 2026
Changes in the system prompt between Claude Opus 4.6 and 4.7

Anthropic are the only major AI lab to publish the system prompts for their user-facing chat systems. Their system prompt archive now dates all the way back to Claude 3 in July 2024 and it's always in…

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◬ AI & Machine Learning Apr 18, 2026
Claude system prompts as a git timeline

Research: Claude system prompts as a git timeline Anthropic publish the system prompts for Claude chat and make that page available as Markdown . I had Claude Code turn that page into separate files f…

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