Autonomous Vehicle Security Program
Advanced security assessment and testing program for autonomous vehicle systems, focusing on AI/ML components, sensor networks, and vehicle communications.
In scope
- Assessment of autonomous systems
- sensor networks
- AI/ML models
- V2X communications
- safety systems
You receive
- Comprehensive security assessment report
- threat model
- vulnerability analysis
- security architecture recommendations
Tiers
Choose the depth.
Core Autonomous Vehicle Assessment
$75K
One vehicle platform: threat model, architecture review and security testing of the autonomy stack's sensor inputs and in-vehicle networks. No AI/ML model testing and no V2X testing.
- devices
- 1
- Threat model for 1 vehicle platform
- Sensor network and in-vehicle network security testing
- Safety system interface review
- Vulnerability analysis and architecture recommendations
- — AI/ML model adversarial testing
- — V2X communication testing
- — Backend and fleet management systems
- — Retest beyond one round
Advanced Autonomous Security Program
$125K
One vehicle platform plus up to 2 AI/ML models: everything in the basic tier, adversarial testing of perception and planning models, and V2X communication testing.
- devices
- 1
- ai systems
- 2
- Everything in the basic tier
- Adversarial-input testing of up to 2 AI/ML models
- V2X protocol and message security testing
- Safety system fault-injection review
- One retest round
- — Custom test tooling built for the client
- — Monitoring design and post-delivery support
- — Additional vehicle platforms
Enterprise Autonomous Vehicle Solution
$200K
Full-scope autonomous vehicle security program including custom tools and continuous monitoring
- devices
- 3
- ai systems
- 5
- — Operating a monitoring service for the client
- — Safety certification or homologation work
- — Remediation engineering
Members: engagement coupons from the CISO Marketplace coupon book apply to services. There is no blanket discount.
What's inside this engagement
Phase by phase.
How a security assessment engagement runs, what happens in each phase and what you see. Exact scope, tier and timeline are fixed in your proposal and SOW.
01Scoping
Systems, sites, stakeholders and the question the assessment must answer.
You see · Your objectives and constraints.
02Discovery & evidence
Documents, configurations and interviews, plus technical testing where the service includes it.
You see · Access and time with key people.
03Analysis
Findings rated by risk to your business, not by a generic score.
You see · A prioritized view of your risk.
04Report & debrief
Executive summary, findings and a remediation roadmap, walked through with your team.
You see · The report and the debrief.
Commercials
From first call to final report.
- 01
Scoping call
A practitioner, not a salesperson, walks through targets, constraints and what a good outcome looks like for you.
- 02
Proposal & rules of engagement
A fixed-scope proposal with tier, price and deliverables. Rules of engagement, contacts and out-of-bounds systems are agreed in writing.
- 03
Sign, then start
MSA and SOW are signed electronically and the deposit is paid. Only then does testing begin.
- 04
Execution
Testing runs to the agreed plan. Critical findings are escalated as they are found; you don't wait for the report.
- 05
Report & debrief
An executive summary plus technical findings with evidence, reproduction steps and fixes, walked through with your team.
- 06
Retest
Where the tier includes it, we verify your fixes and reissue the report, so auditors and customers see the issues closed.
Timelines are set per engagement in the SOW.
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Research
Latest from the blog
events · Aug 7, 2026
Black Hat USA 2026: An Autonomous System Found 14,090 Bugs, Breakout Time Fell Under 30 Minutes, and Patching Got Slower
The 29th Black Hat USA brought 100+ Briefings to Mandalay Bay August 1–6. The research that matters to security leaders wasn't the exotic hardware work — it was the data. Unit 42's NOVA confirmed 14,090 flaws across 3,915 projects, 99.4% previously unreported. Dataminr put breakout time under 30 minutes while median patch time slipped from 32 to 43 days. Here's the CISO read.
ai-security · Feb 22, 2026
AI-Powered Malware: How Polymorphic Attacks and Autonomous Exploit Chains Are Rewriting the Rules
AI-generated malware doesn't just evade signatures — it rewrites itself in real time, chains exploits autonomously, and adapts to your defenses faster than your SOC can respond. The era of static detection is over. Here's what replaces it.
ciso-strategy · Sep 24, 2026
Brinqa-PlexTrac and Cribl-Radiant Deals Signal CTEM and SOC Platforms Are Absorbing Point Tools
Thirty-three cybersecurity M&A deals in August 2026, led by Brinqa-PlexTrac and Cribl-Radiant Security, show exposure management and SOC platforms swallowing offensive-security and AI-native automation tools.
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