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Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
https://arxiv.org/abs/2512.23959

Evaluating interface-based concealment in local data protection: threat model considerations
https://www.reddit.com/r/netsec/comments/1q4afh7/evaluating_interfacebased_concealment_in_local/

Overlooked Safety Vulnerability in LLMs: Malicious Intelligent Optimization Algorithm Request and its Jailbreak
https://arxiv.org/abs/2601.00213

Large Empirical Case Study: Go-Explore adapted for AI Red Team Testing
https://arxiv.org/abs/2601.00042

Evolution of Android's Permission-based Security Model and Challenges
https://arxiv.org/abs/2601.00252

Rectifying Adversarial Examples Using Their Vulnerabilities
https://arxiv.org/abs/2601.00270

From Consensus to Chaos: A Vulnerability Assessment of the RAFT Algorithm
https://arxiv.org/abs/2601.00273

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Top Security News for Today

UK government admits years of cyber policy have failed, announces reset
https://therecord.media/uk-government-cyber-action-plan

A Cyberattack Was Part of the US Assault on Venezuela
https://www.schneier.com/blog/archives/2026/01/a-cyberattack-was-part-of-the-us-assault-on-venezuela.html

Phishing actors exploit complex routing and misconfigurations to spoof domains
https://www.microsoft.com/en-us/security/blog/2026/01/06/phishing-actors-exploit-complex-routing-and-misconfigurations-to-spoof-domains/

Introducing the Microsoft Defender Experts Suite: Elevate your security with expert-led services
https://www.microsoft.com/en-us/security/blog/2026/01/06/introducing-the-microsoft-defender-experts-suite-elevate-your-security-with-expert-led-services/

A practical guide to finding soundness bugs in ZK circuits
https://www.reddit.com/r/netsec/comments/1q5b20w/a_practical_guide_to_finding_soundness_bugs_in_zk/

Reverse engineering my cloud-connected e-scooter and finding the master key to unlock all scooters
https://www.reddit.com/r/netsec/comments/1q5k295/reverse_engineering_my_cloudconnected_escooter/

Proxying Flutter Traffic on Android with Claude
https://www.reddit.com/r/netsec/comments/1q5pocf/proxying_flutter_traffic_on_android_with_claude/

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Alleged cyber scam kingpin arrested, extradited to China
https://therecord.media/alleged-cyber-scam-kingpin-cambodia-arrested-extradited

Cyberattack forces British high school to cancel classes and delay reopening
https://therecord.media/cyberattack-forces-british-high-school-to-delay-opening

Inside GoBruteforcer: AI-Generated Server Defaults, Weak Passwords, and Crypto-Focused Campaigns
https://research.checkpoint.com/2026/01/inside-gobruteforcer-ai-generated-server-defaults-weak-passwords-and-crypto-focused-campaigns/

Explore the latest Microsoft Incident Response proactive services for enhanced resilience
https://www.microsoft.com/en-us/security/blog/2026/01/07/explore-the-latest-microsoft-incident-response-proactive-services-for-enhanced-resilience/

Illinois state agency exposed personal data of 700,000 people
https://therecord.media/illinois-agency-exposed-data

Spanish airline Iberia attributes recent data breach claims to November incident
https://therecord.media/spanish-airline-attributes-recent-breach-allegation-to-nov-incident

Ni8mare  - Unauthenticated Remote Code Execution in n8n (CVE-2026-21858)
https://www.reddit.com/r/netsec/comments/1q6iw0y/ni8mare_unauthenticated_remote_code_execution_in/

Stalkerware operator pleads guilty in rare prosecution
https://therecord.media/stalkerware-guilty-plea-fleming

JA4 Fingerprinting Against AI Scrapers: A Practical Guide
https://www.reddit.com/r/netsec/comments/1q71l7v/ja4_fingerprinting_against_ai_scrapers_a/

How Real is Your Jailbreak? Fine-grained Jailbreak Evaluation with Anchored Reference
https://arxiv.org/abs/2601.03288

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Top Security News for Today

ChatGPT Health feature draws concern from privacy critics over sensitive medical data
https://therecord.media/chatgpt-health-draws-concern-privacy-critics

Enhancing Retrieval-Augmented Generation with Two-Stage Retrieval: FlashRank Reranking and Query Expansion
https://arxiv.org/abs/2601.03258

Mastering the Game of Go with Self-play Experience Replay
https://arxiv.org/abs/2601.03259

CVE-2026-21876: OWASP Modsecurity CRS WAF bypass blogpost is out!
https://www.reddit.com/r/netsec/comments/1q7myyq/cve202621876_owasp_modsecurity_crs_waf_bypass/

US announces withdrawal from dozens of international treaties
https://therecord.media/us-announces-withdrawal-from-dozens-international-orgs

CISA sunsets 10 emergency directives thanks to evolution of exploited vulnerabilities catalog
https://therecord.media/cisa-sunsets-10-emergency-directives

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Top Security News for Today

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Palo Alto Crosswalk Signals Had Default Passwords
https://www.schneier.com/blog/archives/2026/01/palo-alto-crosswalk-signals-had-default-passwords.html

Former NSA insider Kosiba brought back as spy agency’s No. 2
https://therecord.media/timothy-kosiba-nsa-new-deputy-chief

MedPI: Evaluating AI Systems in Medical Patient-facing Interactions
https://arxiv.org/abs/2601.04195

RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation
https://arxiv.org/abs/2601.04196

Automatic Construction of Chinese Verb Collostruction Database
https://arxiv.org/abs/2601.04197

Identification of a Kalman filter: consistency of local solutions
https://arxiv.org/abs/2601.04198

Using Grok to Avoid Personal Attacks While Correcting Misinformation on X
https://therecord.media/using-grok-to-avoid-personal-attacks-while-correcting-misinformation-on-x

At least $26 million in crypto stolen from Truebit platform as crypto crime landscape evolves
https://therecord.media/26-million-in-crypto-stolen-truebit

Lawmakers call on app stores to remove Grok, X over sexualized deepfakes
https://therecord.media/lawmakers-call-on-app-stores-to-remove-grok-x

Basketball player arrested for alleged ransomware ties freed in Russia-France prisoner swap
https://therecord.media/france-frees-russian-basketball-player-ransomware-swap

Friday Squid Blogging: The Chinese Squid-Fishing Fleet off the Argentine Coast
https://www.schneier.com/blog/archives/2026/01/friday-squid-blogging-the-chinese-squid-fishing-fleet-off-the-argentine-coast.html

DVAIB: A deliberately vulnerable AI bank for practicing prompt injection and AI security attacks
https://www.reddit.com/r/netsec/comments/1q87uqn/dvaib_a_deliberately_vulnerable_ai_bank_for/

“The Conscience of a Hacker” is 40 today
https://www.reddit.com/r/netsec/comments/1q7wjjo/the_conscience_of_a_hacker_is_40_today/

[Article] Intercept: How MITM attacks work in Ethernet, IPv4 & IPv6
https://www.reddit.com/r/netsec/comments/1q89qxk/article_intercept_how_mitm_attacks_work_in/

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Top Security News for Today

Kremlin-linked hackers pose as charities to spy on Ukraine’s military
https://therecord.media/kremlin-linked-hackers-pose-as-charities-spy-ukraine

Suspected ransomware attack threatens one of South Korea’s largest companies
https://therecord.media/kyowon-group-south-korea-suspected-ransomware-attack

Senior military cyber operator removed from Russia task force
https://therecord.media/senior-military-cyber-op-removed-russia-task-force

Ukraine parliament approves resignation of security service chief in major reshuffle
https://therecord.media/ukraine-parliament-approves-resignation-sbu-chief

Tennessee man to plead guilty to hacking Supreme Court’s electronic case filing system
https://therecord.media/guilty-plea-hacking-supreme-court-case-filing-system

More than 40 countries impacted by North Korea IT worker scams, crypto thefts
https://therecord.media/40-countries-impacted-nk-it-thefts-united-nations

How Microsoft builds privacy and security to work hand-in-hand
https://www.microsoft.com/en-us/security/blog/2026/01/13/how-microsoft-builds-privacy-and-security-to-work-hand-in-hand/

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Top Security News for Today

Fortinet Forticlient EMS RCE CVE-2025-59922 and one IMG tag to rule them all
https://www.reddit.com/r/netsec/comments/1qciz0v/fortinet_forticlient_ems_rce_cve202559922_and_one/

Patch Tuesday, January 2026 Edition
https://krebsonsecurity.com/2026/01/patch-tuesday-january-2026-edition/

Cyberattack forces Belgian hospital to transfer critical care patients
https://therecord.media/belgium-hospital-cyberattack-antwerp-az-monica

Federal agencies ordered to patch Microsoft Desktop Windows Manager bug
https://therecord.media/desktop-windows-manager-vulnerability-added-to-cisa-list

Sicarii Ransomware: Truth vs Myth
https://research.checkpoint.com/2026/sicarii-ransomware-truth-vs-myth/

Multiple XSS in Meta Conversion API Gateway Leading to Zero-Click Account Takeover
https://www.reddit.com/r/netsec/comments/1qcpsp9/multiple_xss_in_meta_conversion_api_gateway/

Inside RedVDS: How a single virtual desktop provider fueled worldwide cybercriminal operations
https://www.microsoft.com/en-us/security/blog/2026/01/14/inside-redvds-how-a-single-virtual-desktop-provider-fueled-worldwide-cybercriminal-operations/

Microsoft named a Leader in IDC MarketScape for Unified AI Governance Platforms
https://www.microsoft.com/en-us/security/blog/2026/01/14/microsoft-named-a-leader-in-idc-marketscape-for-unified-ai-governance-platforms/

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Top Security News for Today

The Promptware Kill Chain: How Prompt Injections Gradually Evolved Into a Multi-Step Malware
https://therecord.media/germany-cyber-dome-israel

New Vulnerability in n8n
https://www.schneier.com/blog/archives/2026/01/new-vulnerability-in-n8n.html

Introducing ÆSIR: Finding Zero-Day Vulnerabilities at the Speed of AI
https://www.trendmicro.com/en_us/research/26/a/aesir.html

Elon Musk’s X says it will block Grok from making sexual images
https://therecord.media/musk-x-grok-block-sexual

A 0-click exploit chain for the Pixel 9 Part 1: Decoding Dolby
https://projectzero.google/2026/01/pixel-0-click-part-1.html

A 0-click exploit chain for the Pixel 9 Part 2: Cracking the Sandbox with a Big Wave
https://projectzero.google/2026/01/pixel-0-click-part-2.html

A 0-click exploit chain for the Pixel 9 Part 3: Where do we go from here?
https://projectzero.google/2026/01/pixel-0-click-part-3.html

Google to pay $8.25 million to settle lawsuit alleging children’s privacy violations
https://therecord.media/google-youtube-lawsuit-settle

CVE-2026-20965: Cymulate Research Labs Discovers Token Validation Flaw that Leads to Tenant-Wide RCE in Azure Windows Admin Center
https://www.reddit.com/r/netsec/comments/1qdmwad/cve202620965_cymulate_research_labs_discovers/

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Top Security News for Today

Account Takeover in Facebook mobile app due to usage of cryptographically unsecure random number generator and XSS in Facebook JS SDK
https://www.reddit.com/r/netsec/comments/1qg4kl7/account_takeover_in_facebook_mobile_app_due_to/

After the Takedown: Excavating Abuse Infrastructure with DNS Sinkholes
https://www.reddit.com/r/netsec/comments/1qgi29k/after_the_takedown_excavating_abuse/

XuanJia: A Comprehensive Virtualization-Based Code Obfuscator for Binary Protection
https://arxiv.org/abs/2601.10581

From Single to Multi-Agent Reasoning: Advancing GeneGPT for Genomics QA
https://arxiv.org/abs/2304.09720

Genetic Algorithm Based Combinatorial Optimization for the Optimal Design of Water Distribution Network of Gurudeniya Service Zone, Sri Lanka
https://arxiv.org/abs/2601.10848

Chatting with Confidants or Corporations? Privacy Management with AI Companions
https://arxiv.org/abs/2601.10754

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Top Security News for Today

"AI-Powered Surveillance in Schools"
https://www.schneier.com/blog/archives/2026/01/ai-powered-surveillance-in-schools.html

"Iranian State TV Feed Reportedly Hijacked to Air Anti-Regime Messages"
https://therecord.media/iran-state-television-reported-hack-opposition

"From Extension to Infection: An In-Depth Analysis of the Evelyn Stealer Campaign Targeting Software Developers"
https://www.trendmicro.com/en_us/research/26/a/analysis-of-the-evelyn-stealer-campaign.html

"Write-up: Cloudflare Zero-day: Accessing Any Host Globally"
https://www.reddit.com/r/netsec/comments/1qh5osi/writeup_cloudflare_zeroday_accessing_any_host/

"synthetic vulnerabilities — security flaws unique to AI-generated code"
https://www.reddit.com/r/netsec/comments/1qh1dsq/synthetic_vulnerabilities_security_flaws_unique/

"Japanese AI Agent System on Human Papillomavirus Vaccination: System Design"
https://arxiv.org/abs/2601.10718

"Do You Trust Me? Cognitive-Affective Signatures of Trustworthiness in Large Language Models"
https://arxiv.org/abs/2601.10719

"Verified Design of Robotic Autonomous Systems using Probabilistic Model Checking"
https://arxiv.org/abs/2601.10720

"Collaborative Continuum Robots: A Survey"
https://arxiv.org/abs/2601.10721

"Too Helpful to Be Safe: User-Mediated Attacks on Planning and Web-Use Agents"
https://arxiv.org/abs/2601.10758

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Top Security News for Today

VoidLink: Evidence That the Era of Advanced AI-Generated Malware Has Begun
https://research.checkpoint.com/2026/voidlink-early-ai-generated-malware-framework/

Successful Errors: New Code Injection and SSTI Techniques
https://www.reddit.com/r/netsec/comments/1qgcgey/successful_errors_new_code_injection_and_ssti/

Could ChatGPT Convince You to Buy Something?
https://www.schneier.com/blog/archives/2026/01/could-chatgpt-convince-you-to-buy-something.html

Cloudflare Zero-day: Accessing Any Host Globally
https://www.reddit.com/r/netsec/comments/1qhyjnj/cloudflare_zeroday_accessing_any_host_globally/

UK warns of sustained cyberthreat from pro-Russian hacktivists
https://therecord.media/uk-ncsc-warning-russia-aligned-hacktivist-groups

UK launches landmark 'Report Fraud' service to tackle cybercrime and fraud
https://therecord.media/uk-report-fraud-platform-launch-police-cybercrime

Four priorities for AI-powered identity and network access security in 2026
https://www.microsoft.com/en-us/security/blog/2026/01/20/four-priorities-for-ai-powered-identity-and-network-access-security-in-2026/

Billion-Dollar Bait & Switch: Exploiting a Race Condition in Blockchain Infrastructure
https://www.reddit.com/r/netsec/comments/1qi9em3/billiondollar_bait_switch_exploiting_a_race/

Supreme Court to consider whether geofence warrants are constitutional
https://therecord.media/supreme-court-geofence-constitutionality

When The Gateway Becomes The Doorway: Pre-Auth RCE in API Management
https://www.reddit.com/r/netsec/comments/1qiq357/when_the_gateway_becomes_the_doorway_preauth_rce/

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Top Security News for Today

Greek police arrest scammers using fake cell tower hidden in car trunk
https://therecord.media/greek-police-arrest-scammers-using-hidden-cell-towers

Internet Voting is Too Insecure for Use in Elections
https://www.schneier.com/blog/archives/2026/01/internet-voting-is-too-insecure-for-use-in-elections.html

EU unveils new plans to tackle Huawei, ZTE as China alleges protectionism
https://therecord.media/eu-unveils-new-plans-to-tackle-huawei-zte

Break LLM Workflows with Claude's Refusal Magic String
https://www.reddit.com/r/netsec/comments/1qj01yt/break_llm_workflows_with_claudes_refusal_magic/

A new era of agents, a new era of posture
https://www.microsoft.com/en-us/security/blog/2026/01/21/new-era-of-agents-new-era-of-posture/

Third-party identity verification provider breach exposes government ID images (Total Wireless / Veriff)
https://www.reddit.com/r/netsec/comments/1qj7951/thirdparty_identity_verification_provider_breach/

Attackers With Decompilers Strike Again (SmarterTools SmarterMail WT-2026-0001 Auth Bypass) - watchTowr Labs
https://www.reddit.com/r/netsec/comments/1qjfhso/attackers_with_decompilers_strike_again/

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Top Security News for Today

Jordan used Cellebrite phone-hacking tools against activists critical of Gaza war, report finds
https://www.therecord.media/jordan-used-cellebrite-against-activists-critical-gaza-war

Single malformed BRID/HHIT DNS packet can crash ISC BIND
https://www.reddit.com/r/netsec/comments/1qjsl4x/single_malformed_bridhhit_dns_packet_can_crash/

Why AI Keeps Falling for Prompt Injection Attacks
https://www.schneier.com/blog/archives/2026/01/why-ai-keeps-falling-for-prompt-injection-attacks.html

KONNI Adopts AI to Generate PowerShell Backdoors
https://research.checkpoint.com/2026/konni-targets-developers-with-ai-malware/

AI-supported vulnerability triage with the GitHub Security Lab Taskflow Agent
https://www.reddit.com/r/netsec/comments/1qjuo02/aisupported_vulnerability_triage_with_the_github/

Intercepting OkHttp at Runtime With Frida
https://www.reddit.com/r/netsec/comments/1qjvoet/intercepting_okhttp_at_runtime_with_frida/

CVE-2026-22200: Ticket to Shell in osTicket
https://www.reddit.com/r/netsec/comments/1qjynzr/cve202622200_ticket_to_shell_in_osticket/

Watering Hole Attack Targets EmEditor Users with Information-Stealing Malware
https://www.trendmicro.com/en_us/research/26/a/watering-hole-attack-targets-emeditor-users.html

House of Lords backs legislation to ban social media for children under 16
https://therecord.media/house-lords-bans-social-media

Ireland plans law allowing law enforcement to use spyware
https://therecord.media/ireland-plans-law-enforcement-spyware

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Top Security News for Today

Germany expels Russian diplomat accused of spying on Ukraine war effort
https://therecord.media/germany-expels-russian-diplomat-accused-spying-ukraine-war

Cyberattack disrupts digital systems at renowned Dresden museum network
https://therecord.media/dresden-state-art-collections-cyberattack

Free URL & site security scanner: ScanMalware.com • Scan websites for threats. Would love feedback on detection, reporting, API, UX from the netsec crowd
https://www.reddit.com/r/netsec/comments/1qkn9nb/free_url_site_security_scanner_scanmalwarecom/

AIs are Getting Better at Finding and Exploiting Internet Vulnerabilities
https://www.schneier.com/blog/archives/2026/01/ais-are-getting-better-at-finding-and-exploiting-internet-vulnerabilities.html

Y2K38 as a security risk for vulnerable systems today. Not in 12 years, but right now.
https://www.reddit.com/r/netsec/comments/1ql00bl/y2k38_as_a_security_risk_for_vulnerable_systems/

Correctly interpreting DMARC, SPF, and DKIM enforcement in DNS security
https://www.reddit.com/r/netsec/comments/1ql4e3x/correctly_interpreting_dmarc_spf_and_dkim/

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