All news with #detection engineering tag

🔍 Check Point Research and External Risk Management experts explain how combining AI-driven analytics with seasoned human threat hunters enables organizations to detect and anticipate attacks before they strike. The AMA webinar, featuring leaders like Sergey Shykevich and Pedro Drimel Neto, detailed telemetry fusion, rapid malware analysis, and automated triage to act at machine speed. Speakers stressed continuous intelligence, cross-team collaboration, and proactive hunting to shorten dwell time. The approach blends scalable automation with human context to prevent large-scale incidents.

🔍 CloudWatch Application Signals (Model Context Protocol / MCP Server) now ingests CloudWatch Synthetics canary data to enable AI-powered debugging of synthetic-monitoring failures. From natural-language prompts like “Why is my checkout canary failing?”, supported AI assistants (for example Amazon Q or Claude) drive diagnostics that correlate canary failures with metrics, traces, and dependencies. The system analyzes HAR files, CloudWatch Logs, S3 artifacts, and configuration to triage issues across network, authentication, performance, script, infrastructure, and dependency layers. This capability is available in all commercial AWS regions where CloudWatch Synthetics is offered; customers must have access to a compatible AI agent to use the AI-driven debugging features.

🔐 This article outlines Mandiant's practical framework for securing privileged access across modern enterprise and cloud environments. It emphasizes a three-pillar approach—Prevention, Detection, and Response—and details controls such as PAM, PAWs, JIT/JEA, MFA, secrets rotation, and tiered access. The post highlights detection engineering, high-fidelity session capture, and SOAR automation to reduce dwell time and blast radius, and concludes with incident response guidance including enterprise password rotations and protected recovery paths.

🔎 Early detection turns cybersecurity from a reactive cost into a business enabler. Investing in continuous visibility, threat intelligence, and rapid detection reduces incident costs, preserves uptime, and protects revenue and reputation. Solutions such as ANY.RUN's Threat Intelligence Feeds and TI Lookup deliver real-time IOCs, context-enriched analyses, and STIX/TAXII-ready integrations so SOCs can prioritize and act faster, lowering MTTR and operational burden.

🛡️ Mandiant Academy and Google Cloud introduce Protecting the Perimeter: Practical Network Enrichment, a short-form training track to sharpen network traffic analysis and CTI operationalization. The curriculum covers five core methodologies—PCAP, netflow, protocol analysis, behavioral baselining, and historical review—and demonstrates how to enrich each with CTI and analytical tradecraft. It is aimed at practitioners who need focused, time-efficient skills to improve detection and investigation.

🔒 CrowdStrike highlights how attackers increasingly weaponize trusted software—RMM tools, built-in Windows utilities, and admin binaries—to evade detection and operate within networks. The Falcon platform layers behavioral IOAs, custom controls, and Exposure Management and now adds APEX, a machine-learning model that analyzes command-line syntax, parameters, process lineage, timing, and context to detect LOLbin abuse. APEX is generally available for Windows and aims to raise detection while reducing false positives.

🔍 The NCSC, led by CTO Ollie Whitehouse, has urged UK organisations to strengthen observability and threat-hunting capabilities to improve national cyber resilience. It warns many lack comprehensive visibility across accounts, devices, networks, applications and cloud services, and often cannot apply advanced analytics. The centre advises maximising cross-asset visibility, pressing vendors to build monitorable systems, and moving beyond simple IOCs to detect TTPs. It also recommends the NCSC Assured incident response list and CyAS for validation.

🛡️ Microsoft Threat Intelligence details how adversaries exploit Microsoft Teams collaboration capabilities—chat, calls, meetings, and screen sharing—at multiple stages of the attack chain. The post chronicles 2024–2025 campaigns and toolsets (phishing, malvertising, deepfakes, device code phishing, and red‑team tool reuse) that enable initial access, persistence, and exfiltration. It emphasizes layered defenses across identity, endpoints, apps, data, and network controls, and provides detection guidance, hunting queries, and product-specific recommendations to help defenders disrupt these operations.

🔍 AI-powered Breach and Attack Simulation (BAS) converts the flood of threat intelligence into safe, repeatable tests that validate defenses across real environments. The article argues that integrating AI with BAS lets teams operationalize new reports in hours instead of weeks, delivering on-demand validation, clearer risk prioritization, measurable ROI, and board-ready assurance. Picus Security positions this approach as a practical step-change for security validation.

🤖 Artificial intelligence is reshaping how organizations detect, investigate, and respond to cyber threats. The article explains how AI reduces alert noise, prioritizes vulnerabilities, and supports behavioral analysis, UEBA, and NLP-driven phishing detection. It highlights Wazuh's integrations with models such as Claude 3.5, Llama 3, and ChatGPT to provide conversational insights, automated hunting, and contextual remediation guidance.

🛡️ This post summarizes a hands-on workshop from LABScon that demonstrated automating large-scale threat hunting by combining the VirusTotal API with LLMs inside interactive Google Colab notebooks. The team recommends vt-py for robust programmatic access and provides a pre-built "meta Colab" that supplies Gemini with documentation and working code snippets so it can generate executable Python queries. Practical demos include LNK and CRX analyses, flattened dataframes, Sankey and choropleth visualizations, and stepwise relationship retrieval to accelerate investigations.

🔍 CrowdStrike has launched the Correlation Rule Template Discovery dashboard in Falcon Next-Gen SIEM to help SOC teams discover and operationalize high-value detection content more quickly. The centralized dashboard maps templates to onboarded telemetry, offers precision search and filtering by data source and MITRE ATT&CK tactics, and exposes quick actions to test and deploy templates as active correlation rules. It highlights new and updated templates, provides compatibility analysis, and surfaces curated research and enablement guidance to accelerate detection and reduce noise.

🛡️Breach and Attack Simulation (BAS) acts as a crash test for enterprise security, simulating real adversary behavior to reveal gaps that dashboards and compliance reports often miss. The Blue Report 2025 — based on 160 million adversary simulations — documents falling prevention rates, widespread blind spots in logging and alerting, and near-total failure to stop data exfiltration. By turning posture into validated performance, BAS helps CISOs prioritize remediation, reduce MTTR, and produce auditable evidence of resilience for boards and regulators.

🔒 CISA published an advisory summarizing lessons learned from an incident response engagement after its endpoint detection and response tool detected potential malicious activity. The guidance emphasizes expedited patching—highlighting exploitation of GeoServer CVE-2024-36401—alongside strengthened incident response planning and enhanced threat monitoring. Organizations are urged to prioritize fixes for public-facing systems, test response playbooks, and implement centralized logging to improve detection and reduce exposure.

🔒 New phishing campaigns are delivering remote monitoring and management (RMM) software by using multiple realistic lures, security firms warn. Attackers spoof browser updates, meeting software installers, party e-invites and government forms to trick victims into running installers for ITarian (Comodo), Atera, PDQ, SimpleHelp and ScreenConnect. Some campaigns host payloads on trusted services such as Cloudflare R2 and may install multiple RMM tools in quick succession. Analysts caution RMM compromise can lead to ransomware and data theft and recommend endpoint detection, approved-tool enforcement and enhanced network controls such as browser isolation.

🔐 Google Cloud has launched the Professional Security Operations Engineer (PSOE) certification to validate hands‑on skills for detecting, investigating, and responding to cloud threats. The exam focuses on practical use of Google Security Operations, Security Command Center, and threat intelligence across domains such as detection engineering, incident response, and threat hunting. Google recommends candidates have ~three years in security with at least one year of Google Cloud security tooling experience, and provides online training, hands‑on labs, and an official exam guide to prepare.

🛡️ Unit 42 observed AdaptixC2 in early May 2025 being used in real-world intrusions to perform command execution, file transfers and data exfiltration. The open-source framework offers modular beacons, in-memory execution and multiple persistence and tunneling options, which adversaries have adapted for evasive operations. Unit 42 published extraction tools, YARA rules and hunting guidance to help defenders detect and mitigate these threats.

🛡️ AWS announced general availability of Amazon GuardDuty custom threat detection using entity lists, expanding support beyond legacy IP-only lists to include domains and mixed IP/domain lists. The service adds a new finding type, Impact:EC2/MaliciousDomainRequest.Custom, when activity involves a listed domain. Entity lists can also be used to suppress alerts from trusted sources, and they simplify permissions and cross-region management. The capability is available in all Regions where GuardDuty runs, excluding China and GovCloud (US).

🛡️ AWS announced general availability of Amazon GuardDuty custom threat detection using entity lists, extending support beyond IP-only lists to include malicious domains and IP addresses. GuardDuty introduces a new finding type, Impact:EC2/MaliciousDomainRequest.Custom, triggered when activity related to a listed domain is observed. Entity lists also allow suppression of alerts from trusted sources and simplify cross-region permission management, avoiding IAM policy size limits. The feature is available in all GuardDuty Regions except China and GovCloud (US).

🔒 This article outlines six browser-based attack techniques—phishing with reverse-proxy AitM kits, ClickFix/FileFix command-injection lures, malicious OAuth grants, rogue extensions, weaponized file downloads, and credential attacks exploiting MFA gaps—that security teams must prioritize in 2025. It explains why the browser has become the primary attack surface as users access hundreds of cloud apps, and why traditional email/network controls and endpoint defenses often miss these threats. The piece argues that effective detection requires real-time browser-level visibility and management across managed and unmanaged apps, highlighting Push Security as a vendor offering such capabilities.