Barkhausen Institut gGmbH : Student Assistant – LLM generation of HW SHA3 (m / f / d)

The Barkhausen Institut performs research on the latest hardware, software and communication technologies and demonstrates their application in tomorrow's society. Our goal is to build a flexible and trustworthy IoT platform based on reliable electronics and secure communication methods.

The Research group ?Secure Digital Systems? (SDS) focuses primarily on the security of digital systems ? from classic computers and Internet of Things (IoT) devices to embedded systems, in which artificial intelligence is increasingly being used. The aim is to make both conventional and intelligent systems resistant to real-world attacks.

To help pursue our research agenda, we are looking for a

Student Assistant ? LLM generation of HW SHA3 (m / f / d)

(up to 19 hours / week for 6 months)

The project

Recent developments have shown that large language models (LLMs) can discover new hardware optimizations by generating and refining C code, which is then synthesized with High Level Synthesis tools. The Student Assistant will focus on exploring if LLMs can be used to directly generate and refine verilog code, for the SHA3 cryptographic primitive.

Your tasks

• Find the best prompts to make the LLMs generate verilog code
• Check the correctness and security of the generated code against the SHA3 specification
• Evaluate the speed / area tradeoff of the generated code
• Find the best prompts to make the LLMs corr...

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