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Earlier sources: Security
Digital security protects systems, software, accounts, and information from misuse. Explore cybersecurity, vulnerabilities, threat intelligence, cryptography, privacy, and identity, with links to the underlying advisories and research.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗644 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.
Earlier sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- arXiv · Published · First archived
EvoRiskBench: An Evolving Benchmark for Runtime Security Risks in Workspace Agents ↗
Workspace agents combine large language models with execution harnesses to perform stateful, multi-step tasks that access or modify external resources. Existing benchmarks leave gaps in executable coverage of their runtime security risks, while evolving model capabilities, harnesses, tools, and threats motivate benchmark evolution. We introduce EvoRiskBench, an evolving benchmark organized around the EP-Path-EF framework, which links an initial risk entry point to a one-hop technical effect through an agent-mediated risk path. The framework defines nine entry-point categories and five effect c…
- Hacker News · Posted on Hacker News · First archived
Jev for Vulnerability and Attack Surface Analysis ↗
Hacker News discussion.
- arXiv · Published · First archived
The Fragility of Trigger-Tag Mechanisms for Misuse Detection in Open-Weight LLMs ↗
Open-weight language models can be downloaded, modified, and deployed beyond their developers' control, limiting the effectiveness of centrally enforced safeguards. Recent work has therefore proposed \emph{trigger-tag} mechanisms that produce a detectable signal when a model is used under a target condition, such as generating phishing contents. Although these mechanisms borrow from established techniques, their use for conditional misuse detection in open-weight LLMs is relatively new. Therefore, existing research works have not systematically studied the robustness of trigger-tag mechanisms…
- arXiv · Published · First archived
Securing Computer-Use Agents Against Branch Steering Attacks ↗
Modern Computer Use Agents (CUAs) directly interact with graphical user interfaces and execute third-party web tools, exposing them to indirect prompt injection across every rendered page and tool response. While the Dual-LLM pattern is the primary system-level architecture offering formal security guarantees - using an isolated Planner LLM (P-LLM) to fix execution paths before processing untrusted inputs via a Quarantined LLM (Q-LLM) - these guarantees break down in graphical environments. Because CUA interaction is inherently dynamic, plans cannot remain data-independent; they must branch ba…
- GitHub · Repository created · First archived
openqodex/openqodex ↗
Open source AI code review for Claude Code and Codex, before you push. Scanners (SAST, secrets, dependencies, lint) on the lines you changed, then a separate reviewer process that checks every scanner finding and is given every changed line. No other API key.
- GitHub · Repository created · First archived
christiantwu/longhand ↗
On-device transcripts and summaries of your recorded phone calls. Made for GrapheneOS; nothing leaves the phone.
- Hacker News · Posted on Hacker News · First archived
Greg Kroah-Hartman – Security in the LLM Age [video] ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Rate limits for private vulnerability reports ↗
Hacker News discussion.
- GitHub · Repository created · First archived
sparkanbumold/Opera-VPN-Premium-2026 ↗
Opera VPN Premium 2026 is the paid VPN that belongs to the Opera browser. It is switched on for that browser on one computer and remains the connection for pages opened there during the day. It covers pages in Opera, not the whole system
- OpenAlex · Published · First archived
Next-Generation Modulation and Control of Power Electronic Systems: AI-Enabled Control, Digital Twins, Fault-Tolerant Operation, and Cyber-Physical Security ↗
Power electronic systems are evolving from conventional fixed-function converters toward intelligent, adaptive, and cyber-physical energy-conversion platforms in which modulation, predictive control, artificial intelligence (AI), digital twins (DTs), fault diagnosis, and cybersecurity increasingly interact within a unified closed-loop architecture. This paper presents an integrated review and mathematical framework for next-generation modulation and control of power electronic systems, with an emphasis on advanced modulation, predictive control, AI-assisted adaptation, converter-oriented digit…
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about Security
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.