[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Dakhale et al., 2023 - Google Patents

Automated Detection of Hardware Trojans using Power Side-Channel Analysis and VGG-Net

Dakhale et al., 2023

Document ID
15908329403992488448
Author
Dakhale B
Vipinkumar K
Narotham K
Kadam S
Bhurane A
Kothari A
Publication year
Publication venue
2023 2nd International Conference on Paradigm Shifts in Communications Embedded Systems, Machine Learning and Signal Processing (PCEMS)

External Links

Snippet

With the expanding usage of electronic devices such as smartphones and smartwatches in daily life, the need for advanced Integrated Circuits (ICs) is also increasing. Corporations are compelled to outsource IC design and production to several third-party vendors to keep up …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • G06F21/56—Computer malware detection or handling, e.g. anti-virus arrangements
    • G06F21/562—Static detection
    • G06F21/563—Static detection by source code analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • G06F21/554—Detecting local intrusion or implementing counter-measures involving event detection and direct action
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • G06F21/552—Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/57—Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
    • G06F21/577—Assessing vulnerabilities and evaluating computer system security
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/70—Protecting specific internal or peripheral components, in which the protection of a component leads to protection of the entire computer
    • G06F21/71—Protecting specific internal or peripheral components, in which the protection of a component leads to protection of the entire computer to assure secure computing or processing of information
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2101—Auditing as a secondary aspect
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Error detection; Error correction; Monitoring responding to the occurence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1425—Traffic logging, e.g. anomaly detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1416—Event detection, e.g. attack signature detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441—Countermeasures against malicious traffic

Similar Documents

Publication Publication Date Title
Huang et al. A survey on machine learning against hardware trojan attacks: Recent advances and challenges
Chen et al. Cc-hunter: Uncovering covert timing channels on shared processor hardware
Tehranipoor et al. A survey of hardware trojan taxonomy and detection
US11297505B2 (en) System and method for aggregated machine learning on indicators of compromise on mobile devices
Elnaggar et al. Hardware trojan detection using changepoint-based anomaly detection techniques
Faezi et al. Htnet: Transfer learning for golden chip-free hardware trojan detection
Elnaggar et al. Run-time hardware trojan detection using performance counters
Bazzazi et al. Hardware Trojan detection based on logical testing
Avalappampatty Sivasamy et al. A dynamic intrusion detection system based on multivariate Hotelling’s T2 statistics approach for network environments
Rahman et al. Hardware-assisted cybersecurity for IoT devices
Kundu et al. Application of machine learning in hardware trojan detection
Reshma et al. Hardware trojan detection using deep learning technique
He et al. Golden chip-free trojan detection leveraging trojan trigger’s side-channel fingerprinting
US20230019995A1 (en) Trojan detection via distortions, nitrogen-vacancy diamond (nvd) sensors, and electromagnetic (em) probes
Hwang et al. Semi-supervised based unknown attack detection in EDR environment
Mukherjee et al. A comprehensive survey of physical and logic testing techniques for Hardware Trojan detection and prevention
Thummapudi et al. Detection of ransomware attacks using processor and disk usage data
Surendran et al. Detection of malware applications from centrality measures of syscall graph
Priyatharishini et al. A deep learning based malicious module identification using stacked sparse autoencoder network for VLSI circuit reliability
Vakil et al. AVATAR: NN-assisted variation aware timing analysis and reporting for hardware trojan detection
Hassan et al. Circuit topology-aware vaccination-based hardware trojan detection
Taylor et al. Sensor-based ransomware detection
Hu et al. Cascaded machine learning model based dos attacks detection and classification in noc
Dakhale et al. Automated Detection of Hardware Trojans using Power Side-Channel Analysis and VGG-Net
Akter et al. Hardware security in the internet of things: A survey