CGO 2026
Sat 31 January - Wed 4 February 2026 Sydney, Australia
co-located with HPCA/CGO/PPoPP/CC 2026
Mon 2 Feb 2026 12:10 - 12:30 at Balmoral - Security Chair(s): Michael Franz

Automated fuzz testing is now standard practice, yet key blind spots persist. Coverage-guided fuzzers typically rely on edge coverage as a lightweight proxy for program behavior. However, this metric captures path variations only weakly: it cannot differentiate executions that follow distinct control-flow paths but traverse the same edges—causing many path-dependent bugs to go undetected.
Path awareness would offer a richer coverage view but has been considered too costly for fuzzing.

We introduce a lightweight method for tracking intra-procedural execution paths, enabling efficient path-aware feedback. This enhances the fuzzer’s ability to detect subtle bugs, even in well-tested software. To counter the resulting seed explosion, we evaluate two strategies—culling and opportunistic path-aware fuzzing—that balance precision and throughput. Our findings show that path-aware fuzzing, when properly guided, uncovers more bugs and reveals untapped potential in fuzzing research.

Mon 2 Feb

Displayed time zone: Hobart change

11:30 - 12:50
SecurityMain Conference at Balmoral
Chair(s): Michael Franz University of California, Irvine
11:30
20m
Talk
PriTran: Privacy-Preserving Inference for Transformer-Based Language Models under Fully Homomorphic Encryption
Main Conference
Yuechen Mu UNSW, Guangli Li Institute of Computing Technology, Chinese Academy of Sciences, Shiping Chen Data61 at CSIRO, Australia / UNSW, Australia, Jingling Xue UNSW Sydney
Pre-print
11:50
20m
Talk
FHEFusion: Enabling Operator Fusion in FHE Compilers for Depth-Efficient DNN Inference
Main Conference
Tianxiang Sui Ant Group, Jianxin Lai Ant Group, Long Li Ant Group, Peng Yuan Ant Group, Yan Liu Ant Group, Qing Zhu Ant Group, Xiaojing Zhang Ant Group, Linjie Xiao Ant Group, Mingzhe Zhang Ant Group, Jingling Xue UNSW Sydney
Pre-print Media Attached
12:10
20m
Talk
Towards Path-Aware Coverage-Guided Fuzzing
Main Conference
Giacomo Priamo Sapienza University of Rome, Daniele Cono D'Elia Sapienza University of Rome, Mathias Payer EPFL, Leonardo Querzoni Sapienza University Rome
Pre-print Media Attached
12:30
20m
Talk
SecSwift, a Compiler-Based Framework for Software Countermeasures in Cybersecurity
Main Conference
François de Ferrière STMICROELECTRONICS, Yves Janin STMICROELECTRONICS, Sirine Mechmech Grenoble INP
Pre-print