While AI learns, threats adapt,
stay one step ahead with
Astra's AI pentesting
Hacker-style pentests and continuous vulnerability scanning for LLMs, AI apps, ML pipelines, and MCPs,
delivered as comprehensive AI pentesting services on one platform.
6-figure leaks. $100M stock crashes.
AI’s threat surface is real
$100M
Vanished from Alphabet’s market value after Google Bard messed up a simple fact about a telescope during a live demo
$76,000
SUV sold for $1 after a dealership’s AI chatbot was tricked into honoring a fake deal
1.2%
Of ChatGPT Plus users had their data-chats, names, even payment info exposed during OpenAI’s 2023 security breach
100,000+
Users had their private conversations leaked after an open-source LLM went live without strong deployment standard
$4.5M
Fine paid by a company for using sensitive data to train LLMs without consent reply
$1M+
In data losses hit Amazon after confidential info may have trained ChatGPT
$100M
Vanished from Alphabet’s market value after Google Bard messed up a simple fact about a telescope during a live demo
$76,000
SUV sold for $1 after a dealership’s AI chatbot was tricked into honoring a fake deal
1.2%
Of ChatGPT Plus users had their data-chats, names, even payment info exposed during OpenAI’s 2023 security breach
100,000+
Users had their private conversations leaked after an open-source LLM went live without strong deployment standard
$4.5M
Fine paid by a company for using sensitive data to train LLMs without consent reply
$1M+
In data losses hit Amazon after confidential info may have trained ChatGPT
$100M
Vanished from Alphabet’s market value after Google Bard messed up a simple fact about a telescope during a live demo
$76,000
SUV sold for $1 after a dealership’s AI chatbot was tricked into honoring a fake deal
1.2%
Of ChatGPT Plus users had their data-chats, names, even payment info exposed during OpenAI’s 2023 security breach
100,000+
Users had their private conversations leaked after an open-source LLM went live without strong deployment standard
$4.5M
Fine paid by a company for using sensitive data to train LLMs without consent reply
$1M+
In data losses hit Amazon after confidential info may have trained ChatGPT
Don’t let AI application vulnerabilities rewrite your risk profile
Model manipulation
Adversarial inputs disrupt model behavior, resulting in incorrect decisions or reputational harm.
Model Data poisoning
Attackers manipulate training data to generate malicious outputs.
Context manipulation
Attackers exploit the memory of chat-based systems by crafting fake prior messages, altering how future responses are generated.
Permissive integrations
Third-party tools or model hubs may create unmonitored backdoors.
Leaky APIs
These new exposed endpoints are entry points to your IP, customer data, or model configurations.
Model manipulation
Adversarial inputs disrupt model behavior, resulting in incorrect decisions or reputational harm.
Model Data poisoning
Attackers manipulate training data to generate malicious outputs.
Context manipulation
Attackers exploit the memory of chat-based systems by crafting fake prior messages, altering how future responses are generated.
Permissive integrations
Third-party tools or model hubs may create unmonitored backdoors.
Leaky APIs
These new exposed endpoints are entry points to your IP, customer data, or model configurations.
Model manipulation
Adversarial inputs disrupt model behavior, resulting in incorrect decisions or reputational harm.
Model Data poisoning
Attackers manipulate training data to generate malicious outputs.
Context manipulation
Attackers exploit the memory of chat-based systems by crafting fake prior messages, altering how future responses are generated.
Permissive integrations
Third-party tools or model hubs may create unmonitored backdoors.
Leaky APIs
These new exposed endpoints are entry points to your IP, customer data, or model configurations.
Compliance gaps
Governance rules regulating AI are becoming stricter. Lack of controls could mean fines or funding loss.
Indirect Prompt Injection
LLMs can be manipulated through external content, like URLs, documents, or web pages, that sneak in hidden instructions to the model.
Model confusion
Ambiguous or recursive instructions can trick the model into conflicting logic loops, leading to unpredictable or biased behavior.
Jailbreak prompts
Role-playing, misdirection, and cleverly crafted prompts can bypass a model’s ethical boundaries and force it to generate harmful or restricted output.
Sensitive information leakage
LLMs may unintentionally expose internal system details or private training data, especially in debug modes or when exposed to probing inputs.
Compliance gaps
Governance rules regulating AI are becoming stricter. Lack of controls could mean fines or funding loss.
Indirect Prompt Injection
LLMs can be manipulated through external content, like URLs, documents, or web pages, that sneak in hidden instructions to the model.
Model confusion
Ambiguous or recursive instructions can trick the model into conflicting logic loops, leading to unpredictable or biased behavior.
Jailbreak prompts
Role-playing, misdirection, and cleverly crafted prompts can bypass a model’s ethical boundaries and force it to generate harmful or restricted output.
Sensitive information leakage
LLMs may unintentionally expose internal system details or private training data, especially in debug modes or when exposed to probing inputs.
Compliance gaps
Governance rules regulating AI are becoming stricter. Lack of controls could mean fines or funding loss.
Indirect Prompt Injection
LLMs can be manipulated through external content, like URLs, documents, or web pages, that sneak in hidden instructions to the model.
Model confusion
Ambiguous or recursive instructions can trick the model into conflicting logic loops, leading to unpredictable or biased behavior.
Jailbreak prompts
Role-playing, misdirection, and cleverly crafted prompts can bypass a model’s ethical boundaries and force it to generate harmful or restricted output.
Sensitive information leakage
LLMs may unintentionally expose internal system details or private training data, especially in debug modes or when exposed to probing inputs.
AI regulations are coming fast.
Is your security ready?
Astra’s pentests are designed to help you stay compliant with evolving AI security frameworks
EU AI Act
Tiered risk-based compliance mandates robust risk controls.
ISO/IEC 42001
AI Management System for responsible AI deployment.
NIST AI Risk Management Framework
Focuses on AI trustworthiness, bias, and resilience.
GDPR/CCPA
Data usage in training must remain privacy-compliant.
SOC 2 & HIPAA
AI platforms handling regulated data must prove security controls.
Astra's pentest platform keeps AI working for you, not against you
Attack scenarios we simulate
PSD2 & Open Banking
Information Disclosure
Plugin Abuse / Data Leakage
Interface Vulnerabilities
PSD2 & Open Banking
Information Disclosure
Plugin Abuse / Data Leakage
Interface Vulnerabilities
PSD2 & Open Banking
Information Disclosure
Plugin Abuse / Data Leakage
Interface Vulnerabilities
This forms the foundation for our offensive AI pentesting strategy and helps us surface the most impactful risks early
AI at the core. Smarter pentests, fewer headaches
AI-powered threat modeling
Auto-generates threat scenarios based on your app’s features and workflows for more relevant test cases.
Vulnerability resolution assistant
Our chatbot helps devs fix issues faster with contextual, app-specific guidance.
Smarter auth handling
Handles complex login flows, retries, and cookie prompts during scans with AI-driven logic.
Reduced false positives
AI validates findings to cut noise and highlight what actually matters.
Real-time scan decisions
Adapts scan strategies on the fly based on app behavior and structure.
AI-built Trust Center
Summarizes your security posture for easy sharing with customers and auditors
Our offensive, AI powered engine helps us build detections, discover & correlate vulnerabilities at scale
Astra Security is at the forefront of
AI pentest research
AI Penetration Testing Fundamentals
Top 7 AI Pentesting Tools
Study flags critical AI vulnerabilities in fintech, healthcare apps
Astra Security Unveils Research on AI Security
AI Meets Cybersecurity What’s Real, What’s Hype ft Rinki Sethi
Why Astra Security?
Trusted by 1000+ businesses (150+ AI-first), 147K+ assets tested in 2024
engineers
Trust isn't claimed, it's earned
Astra meets global standards with accreditations from
Beyond AI pentesting, full-stack security coverage
Astra’s platform combines AI-aware pentests, automated DAST, and deep API security
API Security Platform
Discovers all APIs—including shadow, zombie, and undocumented.
Deployed in minutes via Postman, traffic mirroring, or API specs.
Integrates with 8+ platforms like Kong, Azure, AWS, Apigee & more.
Get full API visibility and scan results in under 30 mins.
15,000+ DAST tests, OWASP API Top 10 coverage, and runtime risk classification.
Upload OpenAPI specs to tailor scans to your environment.
Continuous Pentesting (PTaaS)
Manual + automated pentests with 15,000+ evolving test cases beyond OWASP & PTES
Hacker-style testing to catch logic flaws & payment bypasses automation misses
Gray & black box pentesting tailored to requirements
Zero false positives, every finding is human-verified
Certified in-house experts (OSCP, CEH, eWPTXv2)
AI-powered dashboard to manage and scale pentests
DAST Vulnerability Scanner
15,000+ tests covering OWASP Top 10, CVEs, and access control flaws.
Authenticated, zero false positive scans with continuous monitoring.
Vulnerabilities mapped to compliances like ISO 27001, HIPAA, SOC 2, GDPR.
Detailed vulnerability reports with impact, severity, CVSS score, and $ loss.
Continuously improves by learning from manual pentests.
Upload OpenAPI specs to tailor scans to your environment.
Trusted by security teams working on AI
Astra secures AI-first companies that
handle billions of dollars in data,
predictions, and decisions.
Loved by 1000+ CTOs & CISOs worldwide
We are impressed by Astra's commitment to continuous rather than sporadic testing.
Astra not only uncovers vulnerabilities proactively but has helped us move from DevOps to DevSecOps
Their website was user-friendly & their continuous vulnerability scans were a pivotal factor in our choice to partner with them.
The combination of pentesting for SOC 2 & automated scanning that integrates into our CI pipelines is a game-changer.
I like the autonomy of running and re-running tests after fixes. Astra ensures we never deploy vulnerabilities to production.
We are impressed with Astra's dashboard and its amazing ‘automated and scheduled‘ scanning capabilities. Integrating these scans into our CI/CD pipeline was a breeze and saved us a lot of time.
We are impressed by Astra's commitment to continuous rather than sporadic testing.
Astra not only uncovers vulnerabilities proactively but has helped us move from DevOps to DevSecOps
Their website was user-friendly & their continuous vulnerability scans were a pivotal factor in our choice to partner with them.
The combination of pentesting for SOC 2 & automated scanning that integrates into our CI pipelines is a game-changer.
I like the autonomy of running and re-running tests after fixes. Astra ensures we never deploy vulnerabilities to production.
We are impressed with Astra's dashboard and its amazing ‘automated and scheduled‘ scanning capabilities. Integrating these scans into our CI/CD pipeline was a breeze and saved us a lot of time.
Frequently asked questions
What is AI penetration testing?
Can Astra test LLMs and generative AI systems?
Yes. Astra supports LLM & Gen AI application penetration testing, including prompt injection, context hijacking, output manipulation, and misuse scenarios
Will pentesting slow down our deployments?
Not at all. Astra integrates seamlessly into your CI/CD workflows with zero downtime testing.
Do you cover compliance requirements for AI?
We align your security posture with frameworks like the EU AI Act, ISO 42001, GDPR, and more.
Do you provide a certificate post-test?
Yes, a publicly verifiable certificate and detailed report are included after every test.
Why do businesses need AI pentesting services?
Businesses need AI pentesting because it blends continuous automated scans with manual testing to uncover real-world vulnerabilities, prioritize fixes, provide contextual remediation (including video PoCs), and deliver audit-ready evidence to reduce noise, speed-up resolution, and protect releases and compliance.
How are Astra’s AI penetration testing services different from automated tools?
Astra’s AI pentesting pairs automation driven breadth with certified manual depth including logic tests plubys OSCP/CEH-led manual pentests, vetted zero-false-positive comprehensive reports, AI-augmented test cases, video PoCs, two free rescans, and real-time expert support.
How long does an AI/LLM systems penetration testing take?
The duration typically ranges from 10 to 15 business days, depending on scope, complexity, and assets tested. This timeline covers automated scanning, manual validation, and delivery of comprehensive, audit-ready reports with prioritized remediation guidance.
How much do AI penetration testing services cost?
AI pentesting services typically range from $5,000 to $50,000+, depending on scope, complexity, and assets tested. Astra engagements include automated scans, manual pentests, two free rescans, and certification, where tailored pricing ensures coverage for both compliance-driven and large-scale security needs.
