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AI Engineer Intern, Final-Year Placement
HarfangLab. Research solutions for detecting and circumventing certain obfuscation mechanisms using machine learning .
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Research solutions for detecting and circumventing certain obfuscation mechanisms using machine learning
- Develop a pipeline for generating datasets containing unobfuscated and obfuscated binaries
- Train and evaluate models
- Develop a classification model to detect and categorize obfuscation methods
- Investigate a Siamese model to bring an original binary and its obfuscated counterpart closer together in a latent space
- Investigate and combine static and dynamic approaches to binary analysis
- Contribute to integrating the work into the HarfangLab product
- Work within the seven-person Artificial Intelligence team
Requirements
What you’ll need- You are in the final year of an engineering degree, ideally specializing in artificial intelligence, machine learning, or computer science
- You can read, understand, and write Python code
- You have knowledge of classical machine learning and deep learning
- Basic knowledge of cybersecurity and binary analysis is highly desirable
- An understanding of obfuscation and the various methods used is highly desirable
- Curious and self-motivated
- Strong analytical skills and the ability to foster collaboration
- Eager to actively contribute to integrating the work into the HarfangLab product
Benefits
Comp & perks- High-performance equipment tailored to your needs and preferences (Mac/PC, additional monitors)
- Regular events, including seminars, themed evenings, and other social gatherings
- An onboarding program featuring team introductions and a dedicated mentor
- A supportive, healthy, and straightforward work environment
- Flexibility in organizing your work, with opportunities to experiment
- Meaningful work addressing a genuine need, with rapid visibility into results