Attention Augmented GNN RNN-Attention Models for Advanced Cybersecurity Intrusion Detection

In this paper, we propose a novel hybrid deep learning architecture that synergistically combines Graph Neural Networks GNNs, Recurrent Neural Networks RNNs, and multi-head attention mechanisms to significantly enhance cybersecurity intrusion detection capabilities. By leveraging the comprehensiv...

Ensuring Safe and Reliable Updates with Qualys TruRisk™ Manifest Version Control

The Fragility of “One Bad Update” In cybersecurity, speed is non-negotiable. New vulnerabilities surface daily, and enterprises expect coverage the moment exploits are in the wild. For years, the mantra was simple: push signatures fast, and you reduce risk. Faster updates meant faster protection...

⚡ Weekly Recap — SharePoint Breach, Spyware, IoT Hijacks, DPRK Fraud, Crypto Drains and More

Some risks don't breach the perimeter—they arrive through signed software, clean resumes, or sanctioned vendors still hiding in plain sight. This week, the clearest threats weren't the loudest—they were the most legitimate-looking. In an environment where identity, trust, and tooling are all...

Firefox Patches 2 Zero-Days Exploited at Pwn2Own Berlin with $100K in Rewards

Mozilla has released security updates to address two critical security flaws in its Firefox browser that could be potentially exploited to access sensitive data or achieve code execution. The vulnerabilities, both of which were exploited as a zero-day at Pwn2Own Berlin, are listed below -...

Microsoft and Adobe Patch Tuesday, May 2025 Security Update Review

Microsoft's May 2025 Patch Tuesday rolls out critical security updates, addressing multiple vulnerabilities across Windows, Office, and other key products. Here's a quick breakdown of what you need to know. Microsoft Patch Tuesday for May 2025 In this month's Patch Tuesday, May 2025 edition,...

⚡ Weekly Recap: Zero-Day Exploits, Developer Malware, IoT Botnets, and AI-Powered Scams

What do a source code editor, a smart billboard, and a web server have in common? They've all become launchpads for attacks—because cybercriminals are rethinking what counts as "infrastructure." Instead of chasing high-value targets directly, threat actors are now quietly taking over the...

Google Introduces Agentic AI to Combat Cybersecurity Threats

Google enhances cybersecurity with Agentic AI, launching Unified Security to fight zero-day exploits, enterprise threats, and credential-based attacks.…...

Google fixes two actively exploited zero-day vulnerabilities in Android

Google has patched 62 vulnerabilities in Android, including two actively exploited zero-days in its April 2025 Android Security Bulletin. When we say "zero-day" we mean an exploitable software vulnerability for which there was no patch at the time of the vulnerability being exploited or published...

March 2025 Patch Tuesday: Microsoft Fixes 57 Vulnerabilities, 7 Zero-Days

Microsoft's March 2025 Patch Tuesday fixes six actively exploited zero-day vulnerabilities, including critical RCE and privilege escalation flaws. Learn how these vulnerabilities impact Windows systems and why immediate patching is essential...

Android zero-day vulnerabilities actively abused. Update as soon as you can

Google has issued updates to fix 43 vulnerabilities in Android, including two zero-days that are being actively exploited in targeted attacks. The updates are available for Android 12, 12L, 13, 14, and 15. Android vendors are notified of all issues at least a month before publication, however, th...

The Mask APT Resurfaces with Sophisticated Multi-Platform Malware Arsenal

A little-known cyber espionage actor known as The Mask has been linked to a new set of attacks targeting an unnamed organization in Latin America twice in 2019 and 2022. "The Mask APT is a legendary threat actor that has been performing highly sophisticated attacks since at least 2007," Kaspersky...

Careto is back: what’s new after 10 years of silence?

During the first week of October, Kaspersky took part in the 34th Virus Bulletin International Conference, one of the longest-running cybersecurity events. There, our researchers delivered multiple presentations, and one of our talks focused on newly observed activities by the Careto threat actor...

Takeaways From The Take Command Summit: Unprecedented Threat Landscape

The Rapid7 Take Command summit unveiled crucial findings from the 2024 Attack Intelligence Report, offering invaluable insights for cybersecurity professionals navigating today's complex threat landscape. Key takeaways from the 30 minute panel: 1. Rise of Zero-Day Exploits: 53% of mass compromise...

Google TAG Reports Zero-Day Surge and Rise of State Hacker Threats

By Waqas Googles Threat Analysis Group TAG reports a concerning rise in zero-day exploits and increased activity from state-backed hackers.… This is a post from HackRead.com Read the original post: Google TAG Reports Zero-Day Surge and Rise of State Hacker Threats...

How ransomware changed in 2023

In 2023, the CL0P ransomware gang broke the scalability barrier and shook the security world with a series of short, automated campaigns, hitting hundreds of unsuspecting targets simultaneously with attacks based on zero-day exploits. The gangs novel approach challenged a bottleneck that makes it...

Patch Tuesday - February 2024

Microsoft is addressing 73 vulnerabilities this February 2024 Patch Tuesday, including two actually, three! zero-day/exploited-in-the-wild vulnerabilities, both of which are already included on the CISA KEV list. Today also brings patches for two critical remote code execution RCE vulnerabilities...

Known ransomware attacks up 68% in 2023

Today, Malwarebytes released its 2024 State of Malware report, detailing six cyberthreats that resource-constrained IT teams should pay attention to in 2024. Top of the list is "Big Game" ransomware, the most serious cyberthreat to businesses all around the world. Big game attacks extort vast...

CISA Issues Emergency Directive to Federal Agencies on Ivanti Zero-Day Exploits

The U.S. Cybersecurity and Infrastructure Security Agency CISA on Friday issued an emergency directive urging Federal Civilian Executive Branch FCEB agencies to implement mitigations against two actively exploited zero-day flaws in Ivanti Connect Secure ICS and Ivanti Policy Secure IPS products...

Most Sophisticated iPhone Hack Ever Exploited Apple's Hidden Hardware Feature

The Operation Triangulation spyware attacks targeting Apple iOS devices leveraged never-before-seen exploits that made it possible to even bypass pivotal hardware-based security protections erected by the company. Russian cybersecurity firm Kaspersky, which discovered the campaign at the beginnin...

Peeking into the crystal ball: What 2023 cyber threats told us about 2024

By Raj Samani, SVP Chief Scientist, and Sabeen Malik, Vice President, Global Government Affairs and Public Policy at Rapid7 Stepping into 2024 feels like opening the latest best-selling mystery novel – you know there's adventure ahead, but the plot is still up in the air. In the twist-riddled wor...