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10/17/2022
Cutting-Splicing data augmentation: A novel technology for medical image segmentation
Background: Medical images are more difficult to acquire and annotate th...
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01/13/2022
D-Box: DMA-enabled Compartmentalization for Embedded Applications
Embedded and Internet-of-Things (IoT) devices have seen an increase in a...
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11/11/2020
ShadowNet: A Secure and Efficient System for On-device Model Inference
On-device machine learning (ML) is getting more and more popular as fast...
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07/03/2020
DICE: Automatic Emulation of DMA Input Channels for Dynamic Firmware Analysis
Microcontroller-based embedded devices are at the core of Internet-of-Th...
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06/09/2020
SoK: Attacks on Industrial Control Logic and Formal Verification-Based Defenses
Control logic programs play a critical role in industrial control system...
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02/20/2020
MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing
Seed scheduling is a prominent factor in determining the yields of hybri...
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02/19/2020
PTAuth: Temporal Memory Safety via Robust Points-to Authentication
Temporal memory corruptions are commonly exploited software vulnerabilit...
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02/18/2020
Mind Your Weight(s): A Large-scale Study on Insufficient Machine Learning Model Protection in Mobile Apps
On-device machine learning (ML) is quickly gaining popularity among mobi...
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10/01/2019
An Analysis of Malware Trends in Enterprise Networks
We present an empirical and large-scale analysis of malware samples capt...
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09/13/2019
P^2IM: Scalable and Hardware-independent Firmware Testing via Automatic Peripheral Interface Modeling (extended version)
Dynamic testing or fuzzing of embedded firmware is severely limited by h...
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06/18/2019
SAVIOR: Towards Bug-Driven Hybrid Testing
Hybrid testing combines fuzz testing and concolic execution. It leverage...
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05/25/2019
PTrix: Efficient Hardware-Assisted Fuzzing for COTS Binary
Despite its effectiveness in uncovering software defects, American Fuzzy...
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08/02/2018
StreamBox-TZ: Secure Stream Analytics at the Edge with TrustZone
While it is compelling to process large streams of IoT data on the cloud...
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08/02/2018
StreamBox-TZ: A Secure IoT Analytics Engine at the Edge
We present StreamBox-TZ, a stream analytics engine for an edge platform....
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02/09/2018