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HiddenLayer

WebsiteLinkedInAlle Stellen

51 - 200 Mitarbeiter

Gegründet 2022

🤖 Künstliche Intelligenz

🔒 Cybersecurity

💳 Fintech

Artificial Intelligence • Cybersecurity • Fintech

HiddenLayer ist die erste dedizierte Security‑Plattform für Künstliche Intelligenz, die darauf ausgelegt ist, AI‑Modelle vor Adversarial Attacks zu schützen, die Wettbewerbsvorteile gefährden können. In Partnerschaft mit Microsoft Azure bietet HiddenLayer eine Suite von Lösungen, darunter AI Detection & Response, Security Scanning und Automated Reporting, um Machine‑Learning‑Algorithmen zu schützen – ohne Zugriff auf die zugrunde liegenden Daten zu benötigen. Gegründet von Fachleuten mit langjähriger Erfahrung in AI und Security, verfolgt HiddenLayer das Ziel, Unternehmen einen unkomplizierten und effektiven Weg zur Absicherung ihrer AI‑Assets bereitzustellen.

Beschreibung

• Conduct end to end penetration testing on AI systems, with a focus on predictive and generative AI models. • Develop and execute adversarial attacks (e.g., evasion, poisoning, and inference attacks) to identify weaknesses in predictive models. • Develop and execute adversarial attacks (e.g., jailbreak, hallucination, context leakage, etc.) to identify weaknesses in generative AI models and applications built on top of them. • Collaborate with data scientists, engineering, and research teams to design and implement novel attacks and relate them back to actionable recommendations. • Stay current with the latest AI security research, trends, and adversarial tactics. • Produce detailed reports outlining vulnerabilities, risks, and actionable recommendations. • Contribute to the development of internal tools and frameworks for AI red teaming.

🎯 Anforderungen

• 3+ years of experience in penetration testing, with at least 1 year focused on AI systems • Deep understanding of attack techniques specific to machine learning and artificial intelligence systems (data poisoning, inference attacks, model injection, prompt injection, jailbreaking, etc.) • Hands-on experience with adversarial machine learning techniques and tools (e.g., Foolbox, CleverHans, ART, Purple Llama, Garak, or proprietary solutions). • Excellent communication skills with the ability to articulate complex concepts clearly to both technical and non-technical audiences. • Understanding of machine learning concepts and algorithms. • Strong problem-solving skills and the ability to think creatively to anticipate potential attack vectors. • Proficiency in programming languages such as Python, and experience with AI frameworks like TensorFlow, PyTorch, or Keras.

🏖️ Vorteile

• Fully Remote: We are a completely remote global team. Though we’re distributed, we are intentional about getting the team together a couple of times a year. We offer a generous stipend for your home office setup, annual upgrades to ensure you have a comfortable workspace and a monthly stipend for internet/phone expenses. • Comprehensive Health & Wellness Benefits: Better than your average startup healthcare benefits. With five options to choose from, we cover 90% of the healthcare premium regardless of how many people you have on your plan. We also offer vision, dental, and 401k offerings. • Flexible Time Off: Enjoy unlimited and flexible time off for all salaried employees, in addition to 15 paid company holidays. • Commitment to Learning and Development: We support personal growth and education through a dedicated L&D fund that can be used for training, conferences, certifications and industry events. • Diversity, Equity, and Inclusion: We are committed to building a diverse team with individuals from various backgrounds, experiences, abilities, and perspectives, and we are proud to be an equal opportunity employer.