Tag: detection
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NDSS 2025 Generating API Parameter Security Rules With LLM For API Misuse Detection
Session 13B: API Security Authors, Creators & Presenters: Jinghua Liu (Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, China), Yi Yang (Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, China), Kai…
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New Arkanix stealer blends rapid Python harvesting with stealthier C++ payloads
The stealer employs a broad data-theft toolkit: The researchers noted that the Python implementation acts as a wide-net data harvester. It collects system information, extracts browser-stored data, and pulls details from communication platforms, including Telegram and Discord. Additional modules target VPN configurations, retrieve selected files from the host, and can deliver other payloads, suggesting the…
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NDSS 2025 The Midas Touch: Triggering The Capability Of LLMs For RM-API Misuse Detection
Session 13B: API Security Authors, Creators & Presenters: Yi Yang (Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, China), Jinghua Liu (Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, China), Kai…
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So ticken KI-Agenten für Cybersicherheit wirklich “‹
Immer mehr Security Operation Centers (SOC) setzen im Kampf gegen Hacker und Downtimes auf die Hilfe künstlicher Intelligenz. KI-Agenten, die wie SOC-Teams miteinander autonom kollaborieren, sind in diesem Zusammenhang die neueste Evolutionsstufe. Ontinue, der führende Experte für Managed Extended Detection and Response (MXDR), wirft einen Blick unter die Haube solcher Multi-Agenten-Systeme. Multi-Agenten-Systeme (MAS), bestehend… First…
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Compromised npm package silently installs OpenClaw on developer machines
Update to the latest version: npm install “-g cline@latest.”If on version 2.3.0, update to 2.4.0 or higher.Check for and immediately remove OpenClaw if it hadn’t been intentionally installed (“npm uninstall -g openclaw”).Gooding noted, “nothing ran automatically beyond the install,” but added there was still a risk: “OpenClaw is a capable agentic tool with broad system…
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NDSS 2025 NodeMedic-FINE: Automatic Detection And Exploit Synthesis For Node.js Vulnerabilities
Session 13A: JavaScript Security Authors, Creators & Presenters: Darion Cassel (Carnegie Mellon University), Nuno Sabino (IST & CMU), Min-Chien Hsu (Carnegie Mellon University), Ruben Martins (Carnegie Mellon University), Limin Jia (Carnegie Mellon University) PAPER NodeMedic-FINE: Automatic Detection and Exploit Synthesis for Node.js Vulnerabilities The Node.js ecosystem comprises millions of packages written in JavaScript. Many packages…
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TDL 016 – Speed, Risk, and Responsibility in the Age of AI – Rafael Ramirez
Tags: access, ai, antivirus, automation, awareness, business, ciso, cloud, control, country, cyber, data, defense, detection, dns, firewall, governance, government, hacker, ibm, incident response, intelligence, Internet, law, linkedin, login, mfa, microsoft, network, risk, saas, service, skills, software, startup, strategy, technology, threat, tool, training, update, vulnerability, windows, zero-trustSummary In a recent episode of The Defenders Log, host David Redekop sat down with cyber security expert Rafael Ramirez to navigate the rapidly shifting landscape of AI security. As we move deeper into 2026, the duo explored how artificial intelligence has evolved from simple chatbots into powerful, autonomous “agentic” systems. The Double-Edged Sword of…
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Dynamic Objects in Active Directory: The Stealthy Threat
Active Directory’s “dynamic objects” feature offers attackers a perfect evasion cloak. These objects automatically self-destruct without a trace, so they allow adversaries to bypass quotas, pollute access lists, and persist in the cloud, leaving forensic investigators with nothing to analyze. Key takeaways The threat: Dynamic objects self-delete without leaving any traces, or “tombstones” in AD…
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Don’t trust TrustConnect: This fake remote support tool only helps hackers
Attackers use a dual-purpose website: The TrustConnect website has realistic marketing language, feature descriptions, and documentation that serves both as a public-facing front to promote the software and as a backend portal for customers who purchase access to the tool’s malicious services.”Cybercriminals are instructed to sign up for a ‘free trial,’ instructed on how to…
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Turning Security Alerts into Actionable Defense
In today’s threat landscape, cyberattacks are no longer isolated incidents they are continuous, automated, and increasingly sophisticated. Organizations must move beyond traditional monitoring and adopt intelligent, real-time detection platforms capable of identifying both known and emerging threats. Seceon’s aiSIEM platform exemplifies this next-generation approach by delivering contextualized, behavior-driven security intelligence. The following real-world attack First…
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AI in the SOC: Why Complete Autonomy Is the Wrong Goal
Dan Petrillo, VP of Product at BlueVoyant As artificial intelligence (AI) becomes more deeply embedded in security operations, a divide has emerged in how its role is defined. Some argue the security operations centre (SOC) should be fully autonomous, with AI replacing human analysts. Others believe that augmentation is the right path, using AI to support and extend existing teams. Augmentation probably reflects…
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AI in the SOC: Why Complete Autonomy Is the Wrong Goal
Dan Petrillo, VP of Product at BlueVoyant As artificial intelligence (AI) becomes more deeply embedded in security operations, a divide has emerged in how its role is defined. Some argue the security operations centre (SOC) should be fully autonomous, with AI replacing human analysts. Others believe that augmentation is the right path, using AI to support and extend existing teams. Augmentation probably reflects…
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Agentic AI in Cybersecurity is a Smarter, Faster Path to Resilience
Agentic AI is transforming cybersecurity by enabling autonomous threat detection, real-time response, and proactive defense across modern infrastructure. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/02/agentic-ai-in-cybersecurity-is-a-smarter-faster-path-to-resilience/
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Real-Time Risk Detection with Automated Vulnerability Assessment Tools
The global vulnerability landscape continues to expand rapidly, with thousands of new CVEs published every year. Thus, allowing hackers to weaponize newly disclosed flaws at an instant. Public reporting and threat intelligence analyses consistently show that exploitation often begins within days, and sometimes hours, of disclosure. That reality has fundamentally changed what “vulnerability assessment tools”……
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NDSS 2025 NDSS 2025 BARBIE: Robust Backdoor Detection Based On Latent Separability
Session 12D: ML Backdoors Authors, Creators & Presenters: Hanlei Zhang (Zhejiang University), Yijie Bai (Zhejiang University), Yanjiao Chen (Zhejiang University), Zhongming Ma (Zhejiang University), Wenyuan Xu (Zhejiang University) PAPER BARBIE: Robust Backdoor Detection Based On Latent Separability Backdoor attacks are an essential risk to deep learning model sharing. Fundamentally, backdoored models are different from benign…
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NDSS 2025 NDSS 2025 BARBIE: Robust Backdoor Detection Based On Latent Separability
Session 12D: ML Backdoors Authors, Creators & Presenters: Hanlei Zhang (Zhejiang University), Yijie Bai (Zhejiang University), Yanjiao Chen (Zhejiang University), Zhongming Ma (Zhejiang University), Wenyuan Xu (Zhejiang University) PAPER BARBIE: Robust Backdoor Detection Based On Latent Separability Backdoor attacks are an essential risk to deep learning model sharing. Fundamentally, backdoored models are different from benign…
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What to Look For in Bot Agent Trust Management Software: 7 Key Capabilities
Evaluate bot & agent trust management software with this 7-capability checklist: visibility, trust scoring, intent detection, MCP protection, and more. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/02/what-to-look-for-in-bot-agent-trust-management-software-7-key-capabilities/
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How AI Agents Are Transforming Identity Verification and Authentication Systems
Explore how AI agents enhance identity verification and authentication systems with smarter fraud detection and seamless user security. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/02/how-ai-agents-are-transforming-identity-verification-and-authentication-systems/
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CredShields Leads OWASP Smart Contract Top 10 2026 as Governance and Access Failures Drive Onchain Risk
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Hackers can turn Grok, Copilot into covert commandcontrol channels, researchers warn
Tags: ai, automation, awareness, cloud, control, detection, framework, governance, hacker, identity, monitoring, network, risk, saas, toolSteps to take: Security leaders should not respond by blocking AI outright, analysts said, but by applying the same governance discipline used for other high-risk SaaS platforms.Varkey recommended starting with a comprehensive inventory of all AI tools in use and establishing a clear policy framework for approving and enabling them.Organizations should also implement AI-specific traffic…
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Chinese hackers exploited zero-day Dell RecoverPoint flaw for 1.5 years
Pivot techniques: In addition to the payloads themselves, the investigation also revealed new techniques. For example, the legitimate shell script convert_hosts.sh that exists on these appliances has been modified to include the path of the backdoors to achieve persistence.The SLAYSTYLE web shell, which is designed to receive commands over HTTP and execute them on the…
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NDSS 2025 Try to Poison My Deep Learning Data? Nowhere To Hide Your Trajectory Spectrum!
Session 12D: ML Backdoors Authors, Creators & Presenters: Yansong Gao (The University of Western Australia), Huaibing Peng (Nanjing University of Science and Technology), Hua Ma (CSIRO’s Data61), Zhi Zhang (The University of Western Australia), Shuo Wang (Shanghai Jiao Tong University), Rayne Holland (CSIRO’s Data61), Anmin Fu (Nanjing University of Science and Technology), Minhui Xue (CSIRO’s…
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Engineering for the Inevitable: Managing Downstream Failures in Security Data Pipelines
Learn how to prevent 50% of detection failures caused by log delivery chain issues. Master persistent queuing, schema drift mitigation, and automated recovery for zero data loss SOC operations. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/02/engineering-for-the-inevitable-managing-downstream-failures-in-security-data-pipelines/
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NDSS 2025 CLIBE: Detecting Dynamic Backdoors In Transformer-based NLP Models
Session 12D: ML Backdoors Authors, Creators & Presenters: Rui Zeng (Zhejiang University), Xi Chen (Zhejiang University), Yuwen Pu (Zhejiang University), Xuhong Zhang (Zhejiang University), Tianyu Du (Zhejiang University), Shouling Ji (Zhejiang University) PAPER CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models Backdoors can be injected into NLP models to induce misbehavior when the input text…
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Anti-phishing rules mistakenly blocked emails, Teams messages
Microsoft says an Exchange Online issue that mistakenly quarantined legitimate emails last week was triggered by faulty heuristic detection rules designed to block credential phishing campaigns. First seen on bleepingcomputer.com Jump to article: www.bleepingcomputer.com/news/microsoft/microsoft-anti-phishing-rules-mistakenly-blocked-emails-teams-messages/
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A new approach for GenAI risk protection
Solution 1: GenAI enterprise model: Implement enterprise licenses for approved GenAI solutions (such as ChatGPT Enterprise or Microsoft CoPilot 365, which is integrated into existing O365 tenants). Enterprise GenAI solutions typically include a robust set of built-in security tools that allow organizations to secure their data and implement DLP controls within the enterprise GenAI solution…