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Tag: framework

Critical Start expands MDR capabilities with multi-agent AI system

Critical Start has released SOC AI, a production-proven multi-agent framework powering its AI-led Managed Detection and Response (MDR). SOC AI coordinates ten specialized agents across the full alert investigation and response lifecycle, covering detection, triage, response, threat hunting, and continuous improvement. Each agent operates with a discrete function, a defined scope, and a complete audit…

Sophos uncovers AI-powered malware lab built for EDR evasion

A threat actor used AI technologies to build a malware-testing framework for developing and refining endpoint detection and response (EDR) evasion techniques, according to Sophos. The investigation began after an anomalous endpoint in a customer environment triggered alerts tied to malicious payloads originating from a testing directory. The files pointed to a broader framework focused…

ArmorCode gives security teams AI workers for exposure and remediation

ArmorCode has announced Anya Agents, a new agentic AI framework delivered on the patented ArmorCode Agentic AI Platform that enables organizations to operationalize AI-driven security workflows at enterprise scale. Built on ArmorCode’s Context Risk Graph, Anya Agents help security teams move beyond generic AI assistants by turning unified security and business context into purpose-built AI…

The AWS AI Security Framework: Securing AI with the right controls, at the right layers, at the right phases

TL;DR for busy executives The AWS AI Security Framework helps security leaders move fast and stay secure with AI. Security compounds from day 1 as workloads evolve from prototype to production to scale. Assess first. Request a no-cost SHIP engagement to baseline your posture and build a prioritized roadmap. Phase 1 – Foundational (zero to…

PraisonAI vulnerability gets scanned within 4 hours of disclosure

A newly disclosed authentication bypass flaw in the open-source AI orchestration framework PraisonAI was probed by internet scanners less than four hours after its public disclosure. According to Sysdig observations, roughly three hours and 44 minutes after a GitHub advisory dropped, a scanner identifying itself as “CVE-Detector/1.0” was already looking through the exposed PraisonAI instances…

PCPJack Credential Stealer Exploits 5 CVEs to Spread Worm-Like Across Cloud Systems

Cybersecurity researchers have disclosed details of a new credential theft framework dubbed PCPJack that targets exposed cloud infrastructure and ousts any artifacts linked to TeamPCP from the environments. “The toolset harvests credentials from cloud, container, developer, productivity, and financial services, then exfiltrates the data through attacker-controlled infrastructure while attempting

New Python Backdoor Uses Tunneling Service to Steal Browser and Cloud Credentials

Cybersecurity researchers have disclosed details of a stealthy Python-based backdoor framework called DEEP#DOOR that comes with capabilities to establish persistent access and harvest a wide range of sensitive information from compromised hosts. “The intrusion chain begins with execution of a batch script (‘install_obf.bat’) that disables Windows security controls, dynamically extracts an

Fireside Chat: PKI has carried digital trust through every tech advance—now comes the hardest one

Public key infrastructure — the authentication and encryption framework that has held digital commerce together through every chaotic leap forward in technology — is facing a double whammy. Related: Achieveing AI security won’t be easy Autonomous AI agents are flooding enterprise networks, most without verified identities or any meaningful governance. What’s more, quantum computers are…

SmokedMeat: Open-source tool shows what attackers do inside CI/CD pipelines

Boost Security has released SmokedMeat, an open-source framework that runs attack chains against CI/CD infrastructure so engineering and security teams can see what an attacker would do in their specific environment. What the tool does SmokedMeat takes a flagged pipeline vulnerability and executes a live demonstration against a team’s own infrastructure. Starting from a single…

Trellix strengthens data security for the GenAI era

Trellix announced enhanced data security capabilities and a strategic framework designed to help organizations confidently adopt generative AI while protecting sensitive data from exposure and loss. “The rapid adoption of AI tools across the enterprise is creating new and often invisible data risks,” said Alex Au Yeung, CPO, Trellix. “Trellix brings together policy, visibility, and…

Flatpak 1.16.4 fixes sandbox escape and three other security flaws

Flatpak, a Linux application sandboxing and distribution framework, released version 1.16.4, patching four security vulnerabilities. The most severe fix addresses a complete sandbox escape that leads to host file access and code execution in the host context, tracked as CVE-2026-34078. File system exposure Two additional fixes address file system exposure on the host. CVE-2026-34079 prevents…

Komodor unveils Klaudia AI extensibility framework to power multi-agent incident resolution

Komodor has unveiled a new extensibility framework that transforms its Klaudia AI technology into a universal multi-agent platform for troubleshooting and optimizing the performance of complex cloud native infrastructures and applications. This new architecture enables organizations to extend Klaudia AI with their own tools, services and agents, and combine these with more than 50 specialized…

No more soft play, President Trump warns in new cyber strategy

The White House released “President Trump’s Cyber Strategy for America,” a policy framework outlining the administration’s priorities for maintaining U.S. leadership in cyberspace. The seven-page cyber strategy commits to a coordinated, government-wide response to cyber threats that extends beyond cyberspace and relies on close cooperation with allies, industry, and academia. “This strategy builds on President…

Coruna iOS Exploit Kit Compromises Thousands of iPhones

An iOS exploit framework has revealed how advanced mobile attack tools can move rapidly from surveillance operations to espionage and financial crime.  Google’s Threat Intelligence Group (GTIG) identified Coruna, a powerful exploit kit containing 23 vulnerabilities across five exploit chains that were used to compromise thousands of iPhones throughout 2025. “The core technical value of…

MS-Agent Flaw Enables Remote Code Execution via AI Agents 

A vulnerability in an AI automation framework could allow attackers to take complete control of systems running the software.  Security researchers have identified a command injection flaw in the ModelScope MS-Agent framework that could enable remote code execution through crafted prompt input, exposing organizations that deploy AI agents with operating system access. “The real issue…

Possible U.S.-developed exploits linked to first known ‘mass’ iOS attack

An exploit kit that may have originated from a leaked U.S. government framework is behind what researchers are calling the first mass-scale attack on iOS, the operating system for Apple’s iPhones. Traces of the exploits, found in the work of Chinese cybercriminals, also have been spotted in Russian attacks on Ukraine and used by a…

BlacksmithAI: Open-source AI-powered penetration testing framework

BlacksmithAI is an open-source penetration testing framework that uses multiple AI agents to execute different stages of a security assessment lifecycle. A multi-agent structure for offensive workflows BlacksmithAI runs as a hierarchical system in which an orchestrator coordinates task execution across specialized agents. Each agent maps to a common penetration testing function. The recon agent…

Oculeus 2FN authenticates calls in real time to stop CLI spoofing

Oculeus has launched its new Two Factor Network (2FN) solution. The 2FN solution provides a framework for telcos to trace the origin of traffic, verify caller identity, determine the roaming status of inbound calls, and prevent Caller Line Identification (CLI) spoofing. The landscape of fraud has been changed by cybercrime-as-a-service with the evolution of specialized…

Lasso’s Intent Deputy secures AI agents through real-time behavioral intent analysis

Lasso Security launched Intent Deputy, a behavioral intent framework designed to secure AI agents at runtime. It delivers real-time insight into AI behavior by interpreting intent, decision flow, and operational context. “Intent Security represents the breakthrough security paradigm this rapidly evolving market demands, and Intent Deputy is our first-of-its-kind solution delivering it. It equips security…

New threat actor UAT-9921 deploys VoidLink against enterprise sectors

A new threat actor, UAT-9921, uses the modular VoidLink framework to target technology and financial organizations, Cisco Talos reports. Cisco Talos spotted a previously unknown threat actor, tracked as UAT-9921, using a new modular attack framework called VoidLink. The group targets organizations in the technology and financial services sectors. The flexible design of VoidLink suggests…

Zen-AI-Pentest: Open-source AI-powered penetration testing framework

Zen-AI-Pentest provides an open-source framework for scanning and exercising systems using a combination of autonomous agents and standard security utilities. The project aims to let users run an orchestrated sequence of reconnaissance, vulnerability scanning, exploitation, and reporting using AI guidance and industry tools like Nmap and Metasploit. It is written to support command line, API,…

DKnife targets network gateways in long running AitM campaign

A previously undocumented China-linked adversary-in-the-middle (AitM) framework known as “DKnife” has been identified operating at network gateways, where it intercepts and manipulates in-transit traffic. According to Cisco Talos’ findings, the framework has been active since at least 2019 and remains operational as of early 2026. Rather than targeting endpoints directly, DKnife is deployed at the…

DKnife targets network gateways in long running AitM campaign

A previously undocumented China-linked adversary-in-the-middle (AitM) framework known as “DKnife” has been identified operating at network gateways, where it intercepts and manipulates in-transit traffic. According to Cisco Talos’ findings, the framework has been active since at least 2019 and remains operational as of early 2026. Rather than targeting endpoints directly, DKnife is deployed at the…

China-Linked DKnife AitM Framework Targets Routers for Traffic Hijacking, Malware Delivery

Cybersecurity researchers have taken the wraps off a gateway-monitoring and adversary-in-the-middle (AitM) framework dubbed DKnife that’s operated by China-nexus threat actors since at least 2019. The framework comprises seven Linux-based implants that are designed to perform deep packet inspection, manipulate traffic, and deliver malware via routers and edge devices. Its primary targets seem to