AI Disinformation Testing Services

Validate risks before they reach users

Adversarial Testing Built for Manipulation, Poisoning, and False Claims

LLMs and RAG systems are uniquely vulnerable to indirect prompt injection, poisoned documents/feeds, coordinated narratives, and authenticity bypass. Forgepath models how adversaries seed or steer your inputs and outputs—across web-sourced content, connectors, and agent tool calls—and then executes safe, instrumented attacks to see what’s actually exploitable under your policies and guardrails.

We prioritize areas with real-world impact: retrieval source trust, ranking/filters, system prompts and safety rules, agent tool permissions, output post-processing, and provenance signals (C2PA/watermarks) where present. You’ll receive reproducible findings with transcripts, payloads, and concrete mitigations (policy updates, source controls, filters, gating, and routing patterns) so engineering and policy owners can act quickly.

Test like an adversary, harden for integrity

Strengthen Your AI Security

We combine abuse-path modeling with targeted attacks to expose how manipulation can enter via sources, prompts, or tools—and translate results into guardrails your teams can deploy without slowing delivery.

Talk to An Expert

Expose how narratives and poisoned content steer outputs.

What we do: craft indirect prompt injection via poisoned docs/links, SEO-seeded pages, and data-feed manipulations; test policy evasion and jailbreaks aimed at misinformation.
How we do it: replayable payloads and transcripts, evaluation under your current safety policies, and observation of model/tool choices.
Outcome: verified manipulation paths with conditions, success criteria, and failure modes clearly documented.

Harden where misinformation most often enters—your sources.

What we do: stress retrieval scope/filters, ranking signals, metadata and reputation use, and context window assembly.
How we do it: simulate poisoned chunks, conflicting citations, and source blending; check claims vs. evidence and citation integrity.
Outcome: controls for allow/deny lists, metadata gates, reputation thresholds, and fallback behavior when confidence is low.

Prevent manipulated outputs from triggering harmful actions.

What we do: analyze tool catalogs, routing, parameter validation, and confirmation steps for actions with impact (emails, posts, tickets, changes).
How we do it: attempt function-call injection, parameter tampering, SSRF via tools, and lateral movement to connected systems.
Outcome: scoped permissions, confirmation prompts, side-effect logging, and safe defaults that blunt abuse.

Make false claims and tampered content easier to catch.

What we do: design claim-evidence checks, semantic cross-verification, guard classifiers, regex/heuristic filters, and provenance cues (e.g., C2PA).
How we do it: test thresholds and fallbacks (block/hold/route-to-human), add telemetry for safety events, and define escalation paths.
Outcome: practical filtering and routing rules, plus monitoring hooks that surface manipulation attempts quickly.

Why teams choose Forgepath

Key Benefits You Can Expect

Complete Integrity View

Coverage across sources, prompts, retrieval, agents/tools, and post-processing—prioritized by business impact.

Realistic Manipulation Paths

Findings reflect how attackers seed narratives, poison inputs, or steer tools—not theoretical lists.

Clear, Reproducible Evidence

Attack transcripts, payloads, and conditions mapped to observed behavior and risk.

Actionable Mitigations

Policy updates, source controls, filters, and routing patterns your teams can implement now.

Reduced Leakage & False Claims

Guardrails that shrink PII/IP exposure and dampen misleading or fabricated outputs.

Operational Signals

Safety telemetry, provenance cues, and escalation routes that keep integrity protections working overtime.

Cloud Systems & Security Manager

Zero.health

Working With Forgepath

Forgepath delivered outstanding service on our network and app security tests.
View Full Testimonial

Cloud Systems & Security Manager
Zero.health

Forgepath delivered outstanding service on both our network penetration test and application security assessment.

When a critical customer need arose, they quickly adjusted their schedule to meet our urgent timeline without compromising quality.

Their technical expertise, clear guidance, and hands-on remediation support helped us meet our EOY goals efficiently.

We were especially impressed by their flexibility, responsiveness, and professionalism throughout the process.

Chief Executive Officer

parsysco.com

Working With Forgepath

Forgepath separates themselves from the rest as they’re a true security partner.
View Full Testimonial

Chief Executive Officer
parsysco.com

Forgepath separates themselves from the rest as they’re a true security partner to Parsysco. They took the time to understand our requirements and how things were working with our previous provider.

We were impressed by how quickly they formulated a new strategy and approach. They helped us identify our challenges and consistently brought forward solutions that were in Parsysco’s best interest.

Most vendors only care about selling something, Forgepath took the personal relationship and partnership approach that we value greatly.