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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 ↗663 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
Confidence-Guided Protocol IR for LLM-Aided Security Protocol Modeling ↗
Large language models offer a promising interface for translating natural-language protocol descriptions into formal security models, but their outputs remain difficult to trust without expert validation. In this paper, we present a human-in-the-loop framework for generating Tamarin-verifiable formal models of security protocols. Our key observation is that the main correctness bottleneck is the semantic accuracy rather than the syntactic validity of the intermediate protocol representation. To address this problem, we introduce a protocol intermediate representation (IR) that serves as a huma…
- GitHub · Repository created · First archived
alhanshim/SocketChat ↗
SocketChat is a tool that allows you to chat with other devices on your LAN. Furthermore, it is supported with an auto-discovery system that discovers other devices running SocketChat in your LAN.
- Hacker News · Posted on Hacker News · First archived
Linux Security Update ↗
Hacker News discussion.
- GitHub · Repository created · First archived
omlahore/RemoveMacAI ↗
Turn off Apple Intelligence on macOS 27 and get its disk space back. One command, fully reversible.
- GitHub · Repository created · First archived
spicy-lemonade/salt ↗
Salt encrypts your agent's files and database memories before they leave your machine.
- GitHub · Repository created · First archived
netadminplus/mikrotik-prompts ↗
Tested, agent-agnostic AI prompts for configuring MikroTik (RouterOS v7) — starting with a CGNAT-friendly multi-tunnel bypass. Bilingual EN/FA.
- Hacker News · Posted on Hacker News · First archived
New Cyber-OSINT model released ↗
Hacker News discussion.
- GitHub · Repository created · First archived
Kerlooo/FreeOSINTUI ↗
Free alternative to https://osint-ui.com
- Hacker News · Posted on Hacker News · First archived
A Privacy Analysis of Web and Mobile Conversational AI Agents [pdf] ↗
Hacker News discussion.
- arXiv · Published · First archived
VStress: Correlation-Aware Auditing and Adaptive Budget Allocation for Repeated Verifiers ↗
Repeated verifier calls are useful only when they contribute conditional information. We introduce VStress, an auditable replay contract, and VStress-CA, a correlation-aware allocation policy that estimates the conditional marginal information of an unqueried verifier on a sealed calibration split, discounts uncertainty, normalizes by call cost, and stops or abstains when the next call is not informative. The controller freezes its decision and cost ledger before joining the clean oracle; a dependence-shift alarm disables channel preference and falls back to exact-stop. The controlled audit gi…
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.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.