Akul Goyal (Provenance Security, Inc.), Adam Bates (Provenance Security, Inc.)

Provenance-based security applications are showing tremendous promise in the academic literature, but successfully transition these technologies to practice will require community stakeholders to demonstrate the business potential of provenance analysis. Customer Discovery is a structured process through which early-stage start-ups can validate the commercial potential of an idea through direct interaction with potential customers. As a provenance-based security start-up, we conducted hundreds of customer discovery interviews, and believe that many of our findings would be of interest to the broader academic community. In this position paper, we summarize our findings and consider how they could inform future research on provenance analysis.

View More Papers

ViGText: Deepfake Image Detection with Vision-Language Model Explanations and...

Ahmad ALBarqawi (New Jersey Institute of Technology, Newark, NJ, USA), Mahmoud Nazzal (Old Dominion University, Norfolk, VA, USA), Issa Khalil (Qatar Computing Research Institute (QCRI), HBKU, Doha, Qatar), Abdallah Khreishah (New Jersey Institute of Technology, Newark, NJ, USA), NhatHai Phan (New Jersey Institute of Technology, Newark, NJ, USA)

Read More

Achieving Zen: Combining Mathematical and Programmatic Deep Learning Model...

David Oygenblik (Georgia Institute of Technology), Dinko Dermendzhiev (Georgia Institute of Technology), Filippos Sofias (Georgia Institute of Technology), Mingxuan Yao (Georgia Institute of Technology), Haichuan Xu (Georgia Institute of Technology), Runze Zhang (Georgia Institute of Technology), Jeman Park (Kyung Hee University), Amit Kumar Sikder (Iowa State University), Brendan Saltaformaggio (Georgia Institute of Technology)

Read More

Time will Tell: Large-scale De-anonymization of Hidden I2P Services...

Hongze Wang (Southeast University), Zhen Ling (Southeast University), Xiangyu Xu (Southeast University), Yumingzhi Pan (Southeast University), Guangchi Liu (Southeast University), Junzhou Luo (Southeast University and Fuyao University of Science and Technology), Xinwen Fu (University of Massachusetts Lowell)

Read More