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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 ↗673 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.
- OpenAlex · Published · First archived
ContractShield: Bridging semantic-structural gaps via hierarchical cross-modal fusion for multi-label vulnerability detection in obfuscated smart contracts ↗
Smart contracts are increasingly targeted by adversaries employing obfuscation techniques such as bogus code injection and control-flow manipulation to evade vulnerability detection. Existing multimodal methods often process semantic, temporal, and structural features in isolation and fuse them using simple strategies such as concatenation. This limits cross-modal interaction and weakens robustness when one modality is obfuscated. To address these challenges, we propose ContractShield, a multimodal framework with a three-stage hierarchical fusion mechanism. The first stage refines each modalit…
- CISA · Added to KEV · First archived
CVE-2026-88772: Citrix NetScaler Improper Restriction of Operations within the Bounds of a Memory Buffer Vulnerability ↗
Citrix NetScaler ADC and NetScaler Gateway contain an improper restriction of operations within the bounds of a memory buffer vulnerability that could allow for remote code execution or denial of service Required action: Apply mitigations in accordance with vendor instructions, ensuring compliance with CISA’s BOD 26-04 Prioritizing Security Updates Based on Risk (see URL in Notes) guidance and CISA’s “Forensics Triage Requirements” (see URL in Notes). Follow applicable BOD 26-04 guidance for cloud services or discontinue use of the product if mitigations are unavailable. Stakeholders are respo
- CISA · Added to KEV · First archived
CVE-2026-88771: Citrix NetScaler Improper Input Validation Vulnerability ↗
Citrix NetScaler ADC and NetScaler Gateway contain an improper input validation vulnerability that could allow an unauthenticated attacker to execute arbitrary commands. Required action: Apply mitigations in accordance with vendor instructions, ensuring compliance with CISA’s BOD 26-04 Prioritizing Security Updates Based on Risk (see URL in Notes) guidance and CISA’s “Forensics Triage Requirements” (see URL in Notes). Follow applicable BOD 26-04 guidance for cloud services or discontinue use of the product if mitigations are unavailable. Stakeholders are responsible for evaluating each asset's
- Hacker News · Posted on Hacker News · First archived
OpenAI Codex agents go rogue and consumes USD 78,000 without authorization ↗
My OpenAI CODEX account went rogue and from a simple request took the autonomous decision to launch 826 parallel agents / threads without any authorization on my side and without reporting any result of any sort but consuming nearly 2,146 trillions tokens, consuming a total of roughly USD 78,000 and deleting all records of what was done: I have a ticket open with OpenAI since 2 weeks but it is impossible to get an hold of a human operator. On Jul…
- Hacker News · Posted on Hacker News · First archived
TechGuard Pro: Essential Cybersecurity Tips and Mobile Security Guide for 2026 ↗
Hacker News discussion.
- GitHub · Repository created · First archived
EolnMsuk/NetShield2 ↗
A firewall and live network monitor for jailbroken iOS 15 / 16 / 17 / 18 devices.
- Hacker News · Posted on Hacker News · First archived
It's Time We Talked About AI and Software Security ↗
Hacker News discussion.
- GitHub · Repository created · First archived
omgkai/KeepSake ↗
A native macOS Pokémon save editor and personal journal, powered by PKHeX.
- Hacker News · Posted on Hacker News · First archived
Show HN: Pawl – iOS gambling blocker you unlock with a physical Security Key ↗
Hi HN! I built this to make unblocking apps on your phone a lot harder. You add a physical key, then put it out of reach or give it to a friend, so unblocking becomes a real hassle. I started out wanting to build software around hardware security keys. My thinking was that they belong in high stakes moments, where proving it's really you matters the most. One of those scenarios is gambling/unblocking apps on your phone. A hardware key is a physic…
- Hacker News · Posted on Hacker News · First archived
A Google search for "Google cloud console" returns a phishing site ↗
Currently, a search for "google cloud console" is returning a convincing-looking phishing site as its second sponsored link. I clicked on it, thinking it was the first main-engine search result (it was the bottom link above-the-fold). It's a webpage hosted as a google site that looks convincingly like the google cloud marketing page. Clicking "Sign In" takes you to a look-alike Google sign-in page with an actual URL of https://accounts.gboogl.com…
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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