Graf Research Presents on Mathematical Approaches to Microelectronics Assurance at PAINE 2025

Graf Research Presents on Mathematical Approaches to Microelectronics Assurance at PAINE 2025

Graf Research is proud to share that our Director of Research, Whitney Batchelor, is presenting at PAINE 2025. Her talk, “Mathematical Approaches to Microelectronics Assurance,” will highlight how mathematics is not just a supporting tool but a core element in addressing assurance challenges in microelectronics. Whitney will demonstrate how a deeper mathematical perspective enables stronger, more reliable methods for ensuring trust in microelectronic systems. We look forward to Whitney’s vision setting the stage for important conversations at PAINE 2025.

Graf Research at DASC 2025

Graf Research at DASC 2025

Graf Research is excited to attend DASC 2025, where we will discuss the impact of Enverite PV-Bit on avionics safety. Be sure to visit our booth to learn more about how Enverite by Graf Research is helping shape the future of safety and security in FPGA-based avionics systems.


Accelerating Recertification of FPGA-Based Avionics Systems via Bitstream Equivalence Checking

Jonathan Graf, Evan Drinkert, Scott Harper, Margaret Winslow, Alan Cook, Ali Asgar Sohanghpurwala, Tim Dunham, and Wilfredo Tabada

Field programmable gate arrays (FPGAs) are ubiquitous in avionics.  While FPGAs are easily reprogrammable, update cycles can be long even for minor changes due to recertification testing requirements.  Formal verification software can provide proofs about some portions of the FPGA re-design process, but standard formal verification software cannot validate the final FPGA bitstream design.  A new software technique, Bitstream Equivalence Checking (BEC), can prove the logical and physical equivalence of an FPGA bitstream to a physical netlist representation.  Used in concert with Logic Equivalence Checking (LEC) as well as timing and physical design analysis tools, BEC enables a new delta verification flow that defines the relationship between an original, certified FPGA bitstream and the bitstream that results after minor updates to the source code.  This paper explains the process and illustrates its application to an example AMD Xilinx FPGA design when modified with a variety of source changes.  The consequences of applying the process to avionics systems recertification are explored.

Graf Research at FPL 2025

Graf Research at FPL 2025

Next week, Graf Research is heading to FPL 2025 with two talks and a demo showcasing our latest work in FPGA security. Dr. Jonathan Graf will be talking about “Securing Custom Computing Devices: Observations from the Lab and Market” at the SCCM workshop. Whitney Batchelor is presenting how Graf Research R&D efforts led to the development of our Enverite EDA suite. Lastly, at demo night, Dr. Graf will demonstrate how Enverite PV-Bit bitstream equivalence checking detects a Hardware Trojan directly inserted into a bitstream.

Learn more about the event: https://2025.fpl.org/

Enverite PV-Bit Demonstration at FPGA Conference Europe 2025

Enverite PV-Bit Demonstration at FPGA Conference Europe 2025

Join us as Dr. Jonathan Graf, CEO of Graf Research, presents a technical talk and demonstration of Enverite PV-Bit. Enverite PV-Bit extends equivalence checking into the bitstream, allowing users to verify that the deployed bitstream accurately represents the original design. 

We’ll also be hosting a booth at the conference. Come speak directly with our engineers and discover how Enverite PV-Bit can streamline your verification process and improve the safety and security of your FPGA deployments. We’re looking forward to connecting with the FPGA community in Munich!

 For more information about the conference, visit FPGA Conference Europe.

Graf Research at DAC 2025

Graf Research at DAC 2025

Graf Research will be at DAC in San Francisco, California, from June 23 - June 25. DAC is the premier event for design and automation in electronics. We’re excited to engage with engineers, researchers, and innovators shaping the future of microelectronic systems.

Visit us at booth 2128, where our engineering team will be providing demonstrations of the Enverite PV-Bit product. Bitstream equivalence checking with Enverite PV-Bit can augment your FPGA toolchain to increase the safety, security, and assurance of your system.

Learn more about DAC, the Design Automation Conference.

Graf Research at the AMD Premier Partner Summit 2025

Graf Research at the AMD Premier Partner Summit 2025

Graf Research is attending the AMD Premier Partner Summit 2025 in San Jose from June 17-19. This summit is always a great opportunity for learning, networking, and building meaningful technical partnerships. We are especially excited to highlight Enverite PV-Bit, our bitstream equivalence checking tool, and its applicability in safety- and security-critical fields. We look forward to joining fellow AMD partners in discussing future opportunities and collaborations.

Graf Research CEO Dr. Jonathan Graf Receives the 2025 Brian Cohen Memorial Award at IEEE HOST

Graf Research CEO Dr. Jonathan Graf Receives the 2025 Brian Cohen Memorial Award at IEEE HOST

We are proud to share that our CEO and Founder, Dr. Jonathan Graf, has been awarded the 2025 Brian Cohen Memorial Award at the IEEE International Symposium on Hardware Oriented Security and Trust (HOST). This honor recognizes Dr. Graf’s exceptional contributions to the field of hardware security, including his leadership in advancing secure hardware design, fostering industry-academic collaboration, and driving impactful innovation at Graf Research.

In his acceptance, Dr. Graf expressed gratitude to the mentors, colleagues, and collaborators who have shaped his journey, and reflected on the enduring legacy of Brian Cohen, whose passion for mentorship and advancing secure hardware continues to inspire the field.

This recognition underscores Graf Research’s commitment to advancing the state of hardware security and trust while honoring the values of leadership, service, and innovation that drive our work.

Graf Research Exhibiting Enverite EDA Suite and Benches Platform at SEE/MAPLD 2025

Graf Research Exhibiting Enverite EDA Suite and Benches Platform at SEE/MAPLD 2025

Graf Research is proud to announce our return to the 2025 SEE/MAPLD Conference, taking place May 12-16, 2025, in San Diego, California. As in years past, SEE/MAPLD brings together experts in the fields of radiation effects, microelectronics, FPGA design, and embedded systems.

At this year's conference, Graf Research will demonstrate Enverite PV-Bit verification and our Benches platform. Enverite PV-Bit verification ensures that the design contained in the FPGA bitstream is logically and physically equivalent to the netlist design. Enverite PV-Bit enhances the safety, security, and design integrity in mission-critical FPGA systems.  Benches is our laboratory management platform that is designed for conducting complex experiments with a variety of lab equipment. Benches provides a flexible framework for testing the reliability of heterogeneous SoC-based systems under fault conditions.

We welcome all attendees to visit our booth to learn how Graf Research is advancing the security and assurance of programmable systems in the most demanding environments. For full conference details and registration, visit the SEE/MAPLD 2025 website.

Enverite Exhibit at HOST 2025!

Enverite Exhibit at HOST 2025!

HOST 2025 Logo

Graf Research is excited to exhibit the Enverite EDA Suite at HOST 2025! Enverite PV-Bit verification advances hardware security, functional safety, and FPGA design assurance through bitstream verification. Come talk to us about how Enverite PV-Bit can help you on May 6th and 7th!

We’ll also be sharing opportunities through the Graf Research Intern Program! Students who are passionate about FPGA assurance and EDA innovation can gain valuable experience working at Graf Research.

Enverite PV-Bit at FCCM Demo Night!

Enverite PV-Bit at FCCM Demo Night!

Come see Enverite PV-Bit by Graf Research in action at the FCCM Demo Night on May 5th, 2025! Enverite PV-Bit is our innovative solution for bitstream verification, helping improve FPGA design assurance and ensuring the integrity and security of programmable hardware systems.

Interested in joining us? We’re also highlighting opportunities through the Graf Research Intern Program — a unique chance for students to work hands-on with FPGA security, EDA tooling, and hardware verification challenges.

If you’re attending FCCM, don’t miss the chance to chat with our team about how Enverite PV-Bit verification can help you assure your FPGA design.

Graf Research Presents Enverite PV-Bit, EnsofIC Attest, and Benches at GOMACTech 2025

Graf Research will be demonstrating the Enverite EDA suite at GOMACTech 2025. Stop by booth 304 in Pasadena, California, from March 18-19, to see a demonstration of Enverite PV-Bit performing FPGA bitstream verification. For more information about GOMACTech 2025, visit their website here.


We’re also presenting three papers at GOMACTech 2025. Our papers discuss the use of the EnsofIC Attest platform for non-destructive evaluation of counterfeit FPGAs (P.110), the use of Benches laboratory management software for system-level fault injection (P.60), and how Enverite PV-Bit verification can be paired with Siemens Questa Equivalent FPGA to improve FPGA safety and security policy compliance.

GOMACTech 2025 Multidisciplinary Approaches to Security

March 20, 2025, 8:20-10:00 AM

FPGA Safety and Security Policy Compliance via HDL-to-Bitstream Equivalence Checking

Jonathan Graf, Margaret Winslow, Evan Drinkert, Kevin Urish, and John Hallman

Abstract: Security and safety policies across domains such as embedded security, defense safety, and automotive safety have been updated to require the ability to prove the design in an FPGA bitstream matches the anticipated function and structure specified in a designer’s source.  Until recently, there were no commercial tools to meet these requirements.  Now, emerging tools for bitstream equivalence checking can be paired with established tools for logic equivalence checking to create a verification chain that satisfies these new policy demands.  This paper explores three example safety and security policies that call for such verification.  A demonstration design is evaluated with logic and bitstream equivalence checking tools, and the output files are enumerated to seamlessly link the conclusions of each tool to policy requirements.  Finally, additional assurance requirements that can be met by pairing bitstream equivalence checking tools with other verification techniques are explored.

GOMACTech 2025 Poster Session

March 20, 2025, 10:30-12:00 PM

Towards Synthetic Data Generation for Characterization of FPGAs

Whitney Batchelor, Cody Crofford, Margaret Winslow, Mia Taylor, Kevin Paar, James Koiner, Scott Harper

Abstract: Both the increasing use of machine learning to reason over features relevant to microelectronics and the ongoing threats to the microelectronics supply chain necessitate the need to explore novel methods for characterizing and identifying known good microelectronic devices. Unfortunately, obtaining a statistically relevant number of devices for evaluation is infeasible due to cost and supply chain issues. This leads to a constant deficit in data obtained from good devices that could be used for machine learning reasoning or known good device characterization. Synthetic data generation for use in machine learning training is growing in popularity but comes with its own set of challenges. Here, we present a method for synthetically generating field programmable gate array data that can not only be used to train models for our FPGA counterfeit device detection solution but generally used as characterization data for known good FPGAs.

System-Level Fault Injection on Heterogeneous System-on-Chips

Edward Carlisle IV, James Koiner, Evan Ezell, Scott Harper

Abstract: This paper presents a system-level approach to fault injection on heterogeneous System-on-Chip devices. Our approach simultaneously targets multiple resource types while taking care to maintain transparency of the fault injector and minimize constraints on the end user design. The approach integrates with the Benches laboratory management platform to enable fully automated operation and provide campaign analysis features. The platform can also be leveraged to automate radiation testing.

Graf Research Showcases Enverite PV-Bit at ISFPGA 2025

Graf Research Showcases Enverite PV-Bit at ISFPGA 2025

Graf Research is excited to announce that we are exhibiting our Enverite PV-Bit verification tool at the International Symposium on Field-Programmable Gate Arrays (ISFPGA) 2025. FPGAs power some of the most vital systems across industries, including defense, aerospace, automotive, and telecommunications. Ensuring the integrity of FPGA bitstreams is crucial to preventing unauthorized modifications or implementation errors within an FPGA design. Enverite PV-Bit verification ensures the equivalence between the FPGA netlist and its corresponding bitstream to enhance FPGA design assurance.

ISFPGA takes place from February 27th through March 1st, 2025, in Monterey, CA. Come see our team at the exhibition to learn more about how Enverite PV-Bit verification impacts the hardware safety and security community. For more information on ISFPGA 2025, please visit their website.

Improving FPGA Safety and Security Compliance: FPGA Equivalence Checking from RTL to the Bitstream

Graf Research CEO, Dr. Jonathan Graf, is presenting alongside Kevin Urish from Siemens on the topic “Improving FPGA Safety and Security Compliance: FPGA Equivalence Checking from RTL to the Bitstream.” They cover how Enverite PV-Bit verification takes safety and security compliance evidence provided by Siemens EDA software and proves those claims hold in the final bitstream implementation. The webinar is presented live on Wednesday, February 19th! Register for the webinar at this link.

PAINE 2024 Poster Presentation on Benches Laboratory Automation

Dr. Ed Carlisle IV will present a poster titled "Improving Workforce Development with Laboratory Automation" at PAINE 2024. The session will take place on November 12, from 4:50 pm to 5:50 pm. Attendees can explore innovative approaches to enhancing workforce training through automation. For more information and registration, visit PAINE 2024

Improving Workforce Development with Laboratory Automation

Edward Carlisle IV, Scott Harper, Jonathan Graf

Abstract: Workforce development efforts that include laboratory components face many challenges, including budget constraints and limited access to equipment. We define the desired capabilities of a laboratory automation platform that can help overcome these challenges and expand the reach of workforce development efforts, accelerating the growth of a well-qualified workforce. This paper presents an automated microelectronics lab experimentation platform called Benches. We describe how Benches incorporates many of these desired features and provides additional benefits for workforce development efforts.

Learn about the Enverite EDA Suite at AMD Security Working Group 2024 Partner Showcases!

Graf Research is attending all three AMD Security Working Group 2024 events. We will have a booth at each Partner Showcase where attendees can discuss how the Enverite EDA suite addresses their specific FPGA security needs. Don't forget to register for the AMD Security Working Groups and attend the Partner Showcase events:

  • Longmont, CO, on Tuesday, October 15, 2024, from 6:00-9:00pm

  • Washington, DC, on Wednesday, November 13, 2024, from 5:30-8:30pm

  • Munich, Germany, on Tuesday, December 10, 2024, from 5:30-8:30pm

Graf Research Presents at Siemens osmosis 2024

On October 17th, Graf Research is presenting at the Siemens osmosis 2024 event in Munich, Germany. Dr. Jonathan Graf will share insights into how the Enverite PV-Bit verification process drives design assurance into the deployed bitstream during his talk titled "Enverite PV-Bit: Bitstream Verification for FPGA Design Assurance." This event focuses on how EDA techniques overcome verification challenges and offers a platform for connecting with experts in the field. Registration for the conference is still open, and attendees can secure their spot through Siemens EDA Events.

Dr. Jonathan Graf Presents at 2024 FPL Conference in Turin, Italy

Dr. Jonathan Graf, CEO of Graf Research, is presenting an industrial talk at the 2024 Field Programmable Logic and Applications (FPL) Conference in Turin, Italy, on September 4th. The conference, known for bringing together leading experts in the field of programmable logic, provides a platform for Dr. Graf to discuss critical advancements in the field.

In his talk, titled "Bitstream Equivalence Checking: Verify the Bits that Fly," Dr. Graf will focus on the importance of robust bitstream verification techniques, particularly as FPGA complexity increases and their use in critical applications expands. Following his presentation, Dr. Graf will be available at the Graf Research exhibit to discuss our Enverite EDA tool suite and the future of bitstream verification.

Graf Research's involvement in FPL 2024 reflects our ongoing commitment to innovation in programmable logic and FPGA technology. For more information about the conference, visit the official FPL website.

GVSETS 2024 Presentation - Challenges and Mitigations for Data Remanence in FPGA Based Systems

Congratulations to Kevin Paar for presenting an outstanding paper on "Challenges and Mitigations for Data Remanence in FPGA Based Systems" during the Modular Open Systems Approach session at GVSETS 2024. The presentation was an insightful exploration of the critical issue of data remanence in field-programmable gate arrays, a topic of growing importance in today’s rapidly evolving technological landscape. This presentation not only highlighted key technical considerations but also underscored the importance of innovation in maintaining data security and integrity.

 

For those who missed it, we highly recommend reviewing the presentation paper here to gain valuable insights. Congratulations once again to Kevin Paar on a remarkable presentation!

Graf Research to Showcase Enverite PV-Bit at DAC 2024

Graf Research Corporation is set to exhibit at the Design Automation Conference (DAC) 2024, which will be held from June 23-27 in San Francisco. At this leading conference for design and automation of electronic systems, Graf Research will highlight their Enverite PV-Bit verification EDA tool.

Attendees will have the opportunity to see demonstrations of Enverite PV-Bit verifying the equivalence between an FPGA netlist and its corresponding bitstream. This demonstration highlights the impact Enverite PV-Bit verification has on hardware safety and security that is of interest to this community.

For more information on DAC 2024, please visit their website.