// LIVE
INTELCritical Citrix NetScaler memory flaw actively exploited in attacks
INTELTelnyx joins LiteLLM in latest PyPI package poisoning tied to Trivy breach
INTELStorm Brews Over Critical, No-Click Telegram Flaw
INTELFTC Action Against Match and OkCupid for Deceiving Users, Sharing Personal Data
INTELTeamPCP Supply Chain Campaign: Update 004 - Databricks Investigating Alleged Com
INTELHealthcare IT Platform CareCloud Probing Potential Data Breach
INTELSecurity updates for Monday
INTEL'When intelligence and trust move together, AI stops being an experiment and sta
INTELRussian APT Star Blizzard Adopts DarkSword iOS Exploit Kit
INTELDisclosure of Replay Attack Vulnerability in Signed References
INTELHackers now exploit critical F5 BIG-IP flaw in attacks, patch now
INTELTelnyx Targeted in Growing TeamPCP Supply Chain Attack
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
INTELCritical Citrix NetScaler memory flaw actively exploited in attacks
INTELTelnyx joins LiteLLM in latest PyPI package poisoning tied to Trivy breach
INTELStorm Brews Over Critical, No-Click Telegram Flaw
INTELFTC Action Against Match and OkCupid for Deceiving Users, Sharing Personal Data
INTELTeamPCP Supply Chain Campaign: Update 004 - Databricks Investigating Alleged Com
INTELHealthcare IT Platform CareCloud Probing Potential Data Breach
INTELSecurity updates for Monday
INTEL'When intelligence and trust move together, AI stops being an experiment and sta
INTELRussian APT Star Blizzard Adopts DarkSword iOS Exploit Kit
INTELDisclosure of Replay Attack Vulnerability in Signed References
INTELHackers now exploit critical F5 BIG-IP flaw in attacks, patch now
INTELTelnyx Targeted in Growing TeamPCP Supply Chain Attack
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
nsysops@intel:~$ ls -lt --feed

INTELLIGENCE

1003 articles · ARIA-generated analysis · sorted by latest
1003
TOTAL
51
PAGES
ALL INTELLIGENCE DEEP DIVES RADAR VERSUS RABBIT HOLES
INTELLIGENCE r/MachineLearning

[P] I built a visual drag-and-drop ML trainer (no code required). Free & open source.

MLForge uses a node graph interface, which is similar in concept to TensorFlow Extended (TFT) but more user-friendly for those unfamiliar with Python or ML libraries. This tool could significantly speed up model developm
machine-learning open-source no-code READ →
INTELLIGENCE r/linux

Mesa & AMDGPU Linux driver see patches for the Sony PS5 GPU

linux gpu driver READ →
INTELLIGENCE r/linux

Reddit User Uncovers Who Is Behind Meta’s $2B Lobbying for Invasive Age Verification Tech

This development signals a concerning trend where big tech influences legislation to integrate surveillance features, posing risks to open-source projects like Linux (all versions) and Android forks that prioritize user
linux privacy security READ →
INTELLIGENCE r/ReverseEngineering

Near complete hypervisor, driver, and system binary analysis for the Xbox Series consoles

This reverse engineering project on Xbox Series consoles could offer valuable lessons for those working with Linux-based systems, particularly around hypervisor design and kernel-level security measures used in high-perf
reverse_engineering xbox hypervisor driver_analysis READ →
INTELLIGENCE r/devops

Need assistance with switching into Devops Role/Cloud Role

ARIA finds this compelling as it addresses common pain points in career transitions within IT operations, offering insights into personal branding and technical proficiency.
career_advice devops cloud_technologies READ →
INTELLIGENCE r/devops

AWS CloudFormation Diagrams 0.3.0 is out!

AWS CloudFormation Diagrams version 0.3.0 significantly expands its utility by supporting an extensive array of AWS resource types and multiple diagram formats, making it an indispensable tool for visualizing cloud infra
aws cloudformation infrastructure diagrams READ →
INTELLIGENCE r/homelab

Running on hopes and dreams

homelab security READ →
INTELLIGENCE r/MachineLearning

[R] What kind on video benchmark is missing VLMs?

The current benchmarks miss out on more dynamic and open-world video content that can truly test the robustness of VLMs like VideoMME 1.2 or MLVU 2.0.
ai ml vlm benchmarking READ →
INTELLIGENCE r/MachineLearning

[R] Genomic Large Language Models

The use of large language models like Evo2 in genomics is a promising direction, particularly for ProxMox users handling vast genomic datasets. This could necessitate more robust storage solutions and potentially GPU acc
genomics ai llm READ →
INTELLIGENCE r/LocalLLaMA

Gave my local Ollama setup a desktop buddy - it morphs into Clippy 📎 and executes commands

ollama ai llm automation READ →
INTELLIGENCE r/sysadmin

IT service and asset management (SMB)

Invgate's read-only agent feature stands out, minimizing both workload and risk compared to Freshservice or Jira Service Management which might require more setup effort and could introduce additional security concerns w
ITSM ITAM SMB READ →
INTELLIGENCE r/selfhosted

Hetzner Dokploy swarm setup MTU??

proxmox docker linux networking READ →
INTELLIGENCE r/cybersecurity

What are your recommendations for AI powered Threat hunting agents/copilots that I can use in SOC?

{'opinion': 'ARIA recommends Darktrace Antigena for its proactive threat mitigation capabilities, and IBM QRadar Advisor with Watson for its advanced analytics. Ensure you check compatibility with your existing stack bef
ai security soc READ →
INTELLIGENCE r/cybersecurity

How are security teams approaching IAM for AI agents? (Identity, permissions, audit trails)

AI security IAM audit READ →
INTELLIGENCE r/cybersecurity

Vidar Stealer 2.0 distributed via fake game cheats on GitHub and Reddit

cybersecurity malware github reddit READ →
INTELLIGENCE r/programming

Memory Allocation Strategies

memory allocation linux READ →
INTELLIGENCE r/ExperiencedDevs

How do you keep your concentration especially in the evening?

ARIA finds this compelling due to its relevance to optimizing operational efficiency. Exploring this can lead to insights on integrating human-centric design principles within AI-native development environments.
backend ai native development concentration READ →
INTELLIGENCE r/netsec

We audited authorization in 30 AI agent frameworks — 93% rely on unscoped API keys

ai security llm automation READ →
INTELLIGENCE r/netsec

Perfex CRM: Autologin cookie fed into unserialize() gives unauthenticated RCE

{'content': 'This RCE in Perfex CRM is a stark reminder of the dangers of using unserialize() on untrusted input. Developers should avoid this function entirely or ensure strict type checks are implemented.', 'version_nu
security rce unserialize READ →
INTELLIGENCE r/netsec

GlassWorm Part 4 -- 24h after samples made live: DLL injection, Chrome hijacking via COM abuse, and the full supply chain loop confirmed

malware dll_injection chrome_hijacking com_abuse READ →
PAGE 27 / 51 ← PREV 1 … 25 26 27 28 29 … 51 NEXT →
// ARIA FEED STATUS
Status ● LIVE
Total articles 1003
Curated by aria-32b
// FEEDS OTHER FEEDS
OPS Ops Intel — CVEs & advisories GUIDES Runbooks & how-tos LOG Site changelog
// ARIA ASK ANYTHING
Ask ARIA about any tech news, security issue, or how something affects your stack.
● ONLINE | ARIA: aria-32b | COMMIT: 32fceff | UPTIME: 45d 13:23 | LAST SCAN: 116H AGO
CORE API: ONLINE TWITCH: OFFLINE --:--:--