AI Advisory
Strategic guidance for secure AI adoption
// Adversarial AI testing. Real-world resilience.
Expose weaknesses in model behavior, data pipelines, and AI-drive workflows before attackers do. Halborn's AI Red Teaming tests the full stack - models, inputs, integrations, and people – to strengthen trust and reduce real-world risk.
// Specialized AI offense to harden AI defense.
Teams combine offensive security, ML engineering, and prompt-engineering knowledge to assess attacks unique to AI systems
Testing covers model behavior, data inputs, pipelines, API integrations, and human-in-the-loop risks — not just the model weights
Scoped, authorized adversarial tests that prioritize safety, data integrity, and operational continuity
Evaluate risks from prompt injections, model poisoning, data poisoning, malicious LLMs, and AI-driven social engineering
Identify behavioral failure modes, insecure integrations, and exploitable data flows affecting both model outputs and downstream systems
Deliver prioritized, developer-friendly fixes: prompt hardening, input sanitization, monitoring rules, and governance changes
Demonstrate due diligence to stakeholders by validating AI controls, logging, incident playbooks, and governance around model use
Monetari
Case Study: Supporting a Large Settlement and Clearing House with Secure by Design Architecture
Case Study: Securing $360B+ in Tokenized Domains with Doma Protocol
Case Study: Scaling a G-SIB's Custody Platform Through Secure by Design Engagement
Case Study: Hardening Infrastructure for a B2B Crypto Custody Provider
Monetari
Saucerswap Labs
TruYields
Arkonix
Catapult Trade
$1T
Value protected
5
Publicised zero days
3K+
Assessments completed
100+
Security practitioners
800+
Happy clients
15
Platforms & languages
What sets Halborn apart is its extensive knowledge of best security practices inside and outside of the blockchain industry. With the pen test report on the Avalanche Wallet, Halborn led with the highest level of professionalism and extreme care with every last detail.
The thing that stood out for me was a very big click about the mentality and the way to approach the projects. Being very agile and open and collaborative, and looking at this as a partnership. I think that was the biggest selling point for me. It’s not like we are doing this SOW for three months and then after the three months we will evaluate, no, we are doing that each week and talking about it continuously and steering in a different direction if necessary halfway through the project. That flexibility and agility was the key for me.
Working with Halborn underlined our commitment to security, transparency, and ongoing excellence in digital asset custody. Their advanced approach to key ceremony auditing supported our mission to set industry-leading standards as a trusted blockchain bank
As we searched for security partners, Halborn quickly rose to the top of that list because of their experience working across a range of technology stacks and having the deep experience to be able to integrate decentralized networks, cryptographic computing into that broader vision, and to help us test all aspects of it.
Our strategy on security is to get to work with the best partners—you being one of them, as Halborn has a great reputation and do a lot of diligence with these partners. We took a lot of time to make sure that everything was built right because we take security really seriously.
Halborn provides a quality review process and a positive experience throughout the engagement while performing an in-depth technical analysis. Their review gives us additional comfort in our solutions, knowing they have been audited by a qualified, independent organization.
The largest registrars trust the Doma platform to bring the $360B+ asset class onchain. Security is paramount, and Halborn ensures the infrastructure is production ready.
We thought you were so much better, technically, than the other firms. But just looking at your general processes and the amount of time you are spending versus the other offerings out there, we thought it made a lot of sense because it's very important: we have a very valuable asset that is now going into this structure, and we want to make sure it's entirely secure.
Halborn has a tremendous reputation and track record. We had heard from other projects that we are close with about the great experience they had with Halborn. So, after learning more about Halborn's approach to auditing, it was really a done deal.
Halborn has been a tremendous resource on the security side as Renzo has evolved from a simple initial protocol to a multi-chain ecosystem. They have been a true partner with our product and users being the ultimate beneficiary of their hard work and dedication.
Halborn brought immediate value from day one, rapidly understood the XRP Ledger architecture, and delivered clear, actionable insights that strengthened the security of our new features.
With audits there's real work, and it's represented by the reputation Halborn has. And from some of the people we had talked to, who have worked with you before, it seemed like a perfect fit because you aren't just specialized on smart contracts. I think it really helped in making a decision to work with Halborn: a comprehensive partner we can work with even beyond Mainnet.
