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REPORT1 SOURCE

AI Finds Vulnerabilities. Security Experts Find Impact.

AI got a security consultant 80% of the way through a real web application assessment. The other 20% was where the actual security work happened. This walkthrough shows where AI delivered, where it produced confident but impossible explanations, and why human judgment still drives real findings.

First reported Jun 24, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Introducing Joro: Using AI to Build Security Tooling

Bishop Fox is releasing Joro, a collaborative web exploitation framework built almost entirely with AI. From intercepting proxy to C2 integration, this post covers how it was built, what it does, and what AI-assisted security tool development actually looks like in practice.

First reported May 12, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Using MCP Agents for Penetration Testing

AI agent harnesses are changing how penetration tests get executed. Bishop Fox used MCP agents across external, application, and cloud testing to surface two information leaks totaling over 12 million records in hours rather than days. Here is how the approach works and where it makes sense to use.

First reported Jul 17, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

A Crash, Not a Shell: SolarWinds Serv-U CVE-2026-28318

A single unauthenticated request can kill SolarWinds Serv-U, and the heap corruption underneath it looked like it could be more. Bishop Fox chased three separate roads to remote code execution and hit a wall on every one. Here is what we found, why it matters, and how to detect exposure safely.

First reported Jun 16, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

CTEM 101: Moving From Spreadsheets to Continuous Risk Reduction

Traditional vulnerability management was built for a smaller, slower problem than most teams face today. This post breaks down CTEM, why it exists, how its five stages work, and what it actually takes to move from a reactive pile of findings to a continuous, prioritized risk reduction program.

First reported Aug 20, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Enabling Proper PCI Testing with Internal Penetration Tests

PCI DSS v4.0.1 made internal penetration testing more complex, bringing cloud infrastructure, SaaS apps, and build pipelines explicitly into scope. Derek Rush breaks down how to scope a compliant IPT, what to test, and what a QSA-ready deliverable actually looks like in practice.

First reported Jun 11, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Zilliz / Attu | 2.6.5

Two vulnerabilities in Zilliz Attu 2.6.5 chain into something serious. Missing authentication lets anyone proxy requests unauthenticated, and a regex bypass defeats the private IP block. Bishop Fox turned both into full Kubernetes namespace takeover in a cloud deployment. Update to 3.0.0 now.

First reported Sep 29, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Mythos Doesn't Deploy Itself

AI is raising the ceiling for skilled researchers and flooding bug bounty programs with polished but inaccurate submissions at the same time. Both things are true, and the reconciling variable is the harness built around the model and the expertise of the person driving it.

First reported Jun 09, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Sparkplug B Protocol Fuzzing with AI Assistance

Sparkplug B is the dominant protocol in ICS and SCADA environments, but no public security fuzzer existed for it until now. Bishop Fox used AI-assisted development to build one from scratch, covering all 9 message types, 19 data types, and 87+ field paths from the full specification.

First reported May 26, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Introducing AIMap: Security Testing For AI Agent Infrastructure

Attackers can already find, connect to, and probe your exposed AI agent infrastructure. AIMap gives defenders that same visibility. Built by Bishop Fox, this open-source tool discovers, scores, and tests exposed AI endpoints so you can understand your real attack surface before someone else does.

First reported Apr 30, 2026 12:00 UTCOpen evidence record
REPORT1 SOURCE

Master Key Included: Detecting SolarWinds ARM CVE-2026-28326

A hardcoded authentication secret ships with every SolarWinds Access Rights Manager install, and reaching TCP 55555 is enough to hit a .NET deserialization sink. Bishop Fox confirmed SYSTEM-level code execution, breaks down the root cause, and shares a safe detection tool for defenders.

First reported Sep 25, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Python Software Foundation - Python 3.11.0a3 to 3.15.0b2

Bishop Fox discovered a privilege escalation vulnerability in Python for Windows affecting versions 3.11.0a3 through 3.15.0b2. A low-privilege user can plant malicious files and wait for a privileged account to run the interpreter, inheriting that account's elevated access. Patches are available.

First reported Aug 05, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Otto Support – An MCP, Agentic-AI Security Challenge

Bishop Fox built a vulnerable MCP-based customer support tool and turned it into a security challenge. Explore how AI agents interact with tools, escalate privileges, and expose sensitive data. If you work with AI systems, this CTF shows exactly how these architectures fail in the real world.

First reported Apr 23, 2026 13:00 UTCOpen evidence record
REPORT1 SOURCE

Otto Support - Excessive Agency and Tool Privileges

AI agents connected to too many tools don't just create risk, they've already caused real damage. From deleted databases to mass-wiped mailboxes, excessive agency has a track record. This post breaks down what it looks like in practice and how role-aware tool registration can help contain it.

First reported May 06, 2026 13:00 UTCOpen evidence record

A filename, label, or report mention alone does not establish maliciousness. Observation dates describe cited sources; collection dates describe this local metadata catalog. No malware samples are stored, fetched, or executed by these pages.