Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Your SOC probably already has detections. The problem is that many of them don't behave like a managed security capability. They behave like a pile of alerts. Analysts close noisy rules because they have to protect their queue. Engineers keep adding logic because coverage gaps are real. Leaders ask whether the program is improving, and the usual answers are weak. Alert counts go up. Tuning tickets pile up.

You're probably in one of two situations right now. Either an auditor has asked for proof that your controls operate, or your SOC is collecting plenty of telemetry but nobody can cleanly map that activity back to NIST 800-53 controls. Both problems usually come from the same gap. The framework lives in policy binders, while the evidence lives in scattered tools. That gap gets painful fast in FedRAMP, CMMC-aligned, and other regulated environments.

Your firewall says nothing is wrong. Your EDR has a few low-confidence alerts. Users aren't reporting outages. But something still feels off. That's the exact situation where a DNS log file stops being “just another log” and turns into one of the most useful artifacts in the environment. Attackers lean on DNS because every network depends on it, it is often treated as background noise, and suspicious lookups can blend into legitimate traffic for a long time.

Phishing used to be the easy alert. Bad grammar. A link to “Amazon.com.” A sender address off by one character. Analysts joked about it. You almost felt bad for the attacker. That era is over. AI killed it.

If you’re running applications behind an Application Load Balancer, Amazon CloudFront, API Gateway, or AWS AppSync, AWS WAF is your first line of defense against malicious web traffic. Graylog provides a purpose-built way to make those enforcement decisions immediately actionable.

Low and slow attacks look normal because they are intentionally distributed into small, permissible actions that avoid detection thresholds. Each step appears legitimate on its own, which prevents detection systems from recognizing the overall progression. The issue is not that security teams lack telemetry. The issue is that traditional detection often evaluates activity in fragments. When each action stays below a rule or threshold, the broader pattern can remain invisible.

The LogRhythm SIEM July 2026 release adds new investigation workflow features, expands automation for administration and archiving, and broadens telemetry coverage across cloud, identity, collaboration, endpoint, and email environments. Organizations running on-premises and hybrid environments often need tight control over data to meet sovereignty and operational requirements.

Exabeam expands Behavior Intelligence to address risks introduced by agentic AI. This release introduces open-source projects for agent verification and telemetry, expanded AI observability with Anthropic Claude support, more than 50 new Agent Behavior Analytics (ABA) detections (bringing total to 90), Exabeam Nova Content Creator, and OWASP Agentic Top 10 coverage scoring in Outcomes Navigator, enabling teams to continuously verify, observe, analyze, and improve AI agent security.

A lot of security programs still treat data exfiltration as a downstream consequence of compromise. That framing is too narrow. The global average cost of a breach reached $4.44 million in 2025 according to Varonis's summary of 2025 data breach statistics, and that cost lands on operations, legal, compliance, and executive credibility, not just the SOC.