search

UMD     This Site





CLICK FOR FULL-SIZE VIEW.

CLICK FOR FULL-SIZE VIEW.

 

Registration is required to view the panel. Register here.

Panel 5: "Hardware Assurance for AI: Friend or Foe?"

Moderated by ISR Director Ankur Srivastava and Swarup Bhunia of the University of Florida.

Panelists

  • Mike Borza, Synopsys 
  • Vivian Kammler, Sandia National Lab 
  • Brian Knight, Microsoft 
  • Len Orlando, Air Force Research Lab (AFRL) 
  • Sam Weber, Office of Naval Research (ONR)

Assurance of electronic hardware against diverse security and trust issues has become a complex, challenging problem. On one hand, explosion of design complexity demand a highly sophisticated design and verification process. On the other, hardware lifecycle for both ASIC and COTS (e.g., FPGA, microcontroller, etc.) components, increasingly involve multitude of trust issues, requiring new thinking in system design and verification that can address the underlying lack of trust. AI techniques have shown great promises in mitigating these issues from rapid exploration of viable attack space to detection of anomalous design artifacts. While
the power of AI/ML is poised to make transformative impact on hardware assurance, the research community has also identified assurance issues with AI/ML hardware themselves. In particular, their vulnerability against malicious manipulations, information leakage, and other attacks have created major concerns. This panel will examine the crucial challenge of hardware assurance in the modern supply chain ecosystem, evolving role of AI/ML in hardware assurance, and discuss their interdependence/conflicts.



Related Articles:
Srivastava named an associate editor of IEEE Transactions on Computers
Physical adversarial examples could deceive an autonomous vehicle's traffic sign recognition system
Alum Domenic Forte featured on EE Times podcast
ISR faculty leading, playing key roles in ARL cooperative agreement
Alum Domenic Forte wins Yatauro Fellowship at University of Florida
Srivastava part of Structured Array Hardware for Automatically Realized Applications program
Srivastava, Qu part of Department of Defense 'SHIP' Project hardware security team
Gang Qu elected IEEE Fellow
Work by Srivastava, Liu wins Best Paper Award at the 2020 ACM Cloud Computing Security Workshop
Gang Qu and colleagues develop method to detect recycled integrated circuits masquerading as new chips

August 11, 2022


«Previous Story  

 

 

Current Headlines

Energy patents lead the way for UMCP

Introducing the Early Career Distinguished Alumni Society

Interview: John Slaughter

How Do Infants Learn Sounds in Their Native Language?

Alum Ahmed Arafa wins NSF CAREER Award

New Wearable Sensor Modules with Edge Machine Learning for Avatar Reconstruction

Alum Ravi Tandon appointed to named chair at University of Arizona.

$25 Million Commitment Will Fund New World-Class Engineering Facility at the University of Maryland

Maryland Engineering ranks #11 among public colleges in the U.S.

$7.9 Million in NIH Awards Propel UMD Aging Research

 
 
Back to top  
Home Clark School Home UMD Home