Muhammad Shahzad

Works (40)

Updated: May 3rd, 2023 05:02

2023 journal article

Enhanced Machine Learning Sketches for Network Measurements

IEEE TRANSACTIONS ON COMPUTERS, 72(4), 957–970.

By: H. Wang*, H. Lin*, Z. Zhong*, T. Yang* & M. Shahzad

author keywords: Machine learning; Measurement; Machine learning algorithms; Hash functions; Frequency modulation; Estimation; Recording; Network measurements; sketch; machine learning
Source: Web Of Science
Added: April 4, 2023

2023 journal article

Using RF Signals to Generate Indoor Maps

ACM TRANSACTIONS ON SENSOR NETWORKS, 19(1).

By: U. Khan, R. Venkatnarayan n & M. Shahzad

author keywords: RF maps; radar; through wall mapping; indoor mapping
Source: Web Of Science
Added: April 11, 2023

2022 article

A Distributed & Lightweight Framework to Secure IoT Networks Against Network Layer Attacks

A Distributed & Lightweight Framework to Secure IoT Networks Against Network Layer Attacks. 2022 31ST INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2022).

By: P. Adina n & M. Shahzad

Source: Web Of Science
Added: October 17, 2022

2022 article

Characterizing the Availability and Latency in AWS Network From the Perspective of Tenants

Iqbal, H., Singh, A., & Shahzad, M. (2022, February 22). IEEE-ACM TRANSACTIONS ON NETWORKING.

By: H. Iqbal, A. Singh & M. Shahzad

author keywords: Cloud computing; Packet loss; Service level agreements; Market research; Data centers; Band-pass filters; Time measurement; Cloud; tenants; availability; latency; AWS
Source: Web Of Science
Added: March 21, 2022

2022 journal article

Contactless Monitoring of PPG Using Radar

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 6(3).

By: U. Khan, L. Rigazio* & M. Shahzad

author keywords: Radar; PPG; Deep Learning; Vital Signs; Attention; Encoder Decoder Networks
Source: Web Of Science
Added: December 19, 2022

2022 article

Left or Right: A Peek into the Political Biases in Email Spam Filtering Algorithms During US Election 2020

PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), pp. 2491–2500.

By: H. Iqbal, U. Khan, H. Khan & M. Shahzad

author keywords: US Elections; Emails; Spam; Bias; Political Bias; Algorithm Bias
Source: Web Of Science
Added: October 31, 2022

2022 article

RMS: Removing Barriers to Analyze the Availability and Surge Pricing of Ridesharing Services

PROCEEDINGS OF THE 2022 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI' 22).

By: H. Khan, H. Iqbal, M. Shahzad & G. Jin

author keywords: Ridesharing services; Gig economy; Uber; Surge; COVID 19
Source: Web Of Science
Added: May 1, 2023

2021 article

Accurately Decoding MIMO Streams in VLC

30TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2021).

By: R. Venkatnarayan n & M. Shahzad

Source: Web Of Science
Added: October 26, 2021

2021 article

Characterizing the Performance of QUIC on Android and Wear OS Devices

30TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2021).

By: A. Ganji & M. Shahzad

Source: Web Of Science
Added: October 26, 2021

2021 journal article

Dissecting Cloud Gaming Performance with DECAF

PROCEEDINGS OF THE ACM ON MEASUREMENT AND ANALYSIS OF COMPUTING SYSTEMS, 5(3).

By: H. Iqbal, A. Khalid* & M. Shahzad

author keywords: Cloud gaming; measurement; performance evaluation; deep learning; game bot; latency; streaming bitrate; network utilization
Source: Web Of Science
Added: August 15, 2022

2021 journal article

WiFi based Multi-User Gesture Recognition

IEEE TRANSACTIONS ON MOBILE COMPUTING, 20(3), 1242–1256.

By: R. Venkatnarayan n, S. Mahmood n & M. Shahzad

author keywords: Wireless fidelity; Gesture recognition; Training; Performance evaluation; Wireless communication; Wireless sensor networks
Source: Web Of Science
Added: March 8, 2021

2020 article

A WiFi-based Home Security System

2020 IEEE 17TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SMART SYSTEMS (MASS 2020), pp. 129–137.

By: S. Zhang, R. Venkatnarayan n & M. Shahzad

Source: Web Of Science
Added: August 9, 2021

2020 journal article

Bimodal affect recognition based on autoregressive hidden Markov models from physiological signals

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 195.

By: F. Akbulut n, H. Perros n & M. Shahzad

author keywords: Affect recognition; Autoregressive hidden Markov models; Machine learning; Biosignals; Heart rate variability
Source: Web Of Science
Added: October 12, 2020

2020 article

Characterizing the Impact of TCP Coexistence in Data Center Networks

2020 IEEE 40TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), pp. 388–398.

By: A. Ganji, A. Singh & M. Shahzad

Source: Web Of Science
Added: July 26, 2021

2020 article

Distributed and Privacy Preserving Routing of Connected Vehicles to Minimize Congestion

2020 IEEE 17TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SMART SYSTEMS (MASS 2020), pp. 220–228.

By: S. Boob n, S. Mahmood* & M. Shahzad

Source: Web Of Science
Added: August 9, 2021

2020 journal article

Large Scale Characterization of Software Vulnerability Life Cycles

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 17(4), 730–744.

By: M. Shahzad, M. Shafiq* & A. Liu*

author keywords: Computer hacking; Data aggregation; Linux; Market research; Microsoft Windows; Vulnerability; disclosure; patch; exploit; diversity
Source: Web Of Science
Added: July 20, 2020

2020 article

RFMap: Generating Indoor Maps using RF Signals

2020 19TH ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN 2020), pp. 133–144.

By: U. Khan, R. Venkatnarayan n & M. Shahzad

author keywords: RF; Indoor Maps; Machine Learning; Wireless
Source: Web Of Science
Added: February 22, 2021

2020 journal article

SF-Sketch: A Two-Stage Sketch for Data Streams

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 31(10), 2263–2276.

By: L. Liu, Y. Shen, Y. Yan, T. Yang, M. Shahzad, B. Cui, G. Xie

author keywords: Distributed databases; Monitoring; Bars; Frequency measurement; Registers; Fats; Hash functions; Network measurements; sketch; distributed monitoring; multiset; frequent items
Source: Web Of Science
Added: June 15, 2020

2019 article

CSLIM: Automated Extraction of loT Functionalities from Legacy C Codebases

ICDCN '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND NETWORKING, pp. 421–426.

By: H. Sim*, A. Paul*, E. Tilevich*, A. Butt* & M. Shahzad

author keywords: Software Engineering; IoT
Source: Web Of Science
Added: September 23, 2019

2018 journal article

FID-sketch: an accurate sketch to store frequencies in data streams

World Wide Web, 22(6), 2675–2696.

By: T. Yang*, H. Zhang*, H. Wang*, M. Shahzad, X. Liu*, Q. Xin*, X. Li*

author keywords: Sketch; Data streams; Accuracy; Speed; Measurement
Sources: Web Of Science, Crossref
Added: January 13, 2020

2018 journal article

Identifying and Estimating Persistent Items in Data Streams

IEEE-ACM TRANSACTIONS ON NETWORKING, 26(6), 2429–2442.

By: H. Dai*, M. Shahzad, A. Liu*, M. Li, Y. Zhong* & G. Chen*

author keywords: Persistent item; identification; estimation; Bloom filter; Raptor code
Source: Web Of Science
Added: January 14, 2019

2018 article

Multi-User Gesture Recognition Using WiFi

MOBISYS'18: PROCEEDINGS OF THE 16TH ACM INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS, APPLICATIONS, AND SERVICES, pp. 401–413.

By: R. Venkatnarayan n, G. Page & M. Shahzad

author keywords: Gesture recognition; WiFi; Multi-user
Source: Web Of Science
Added: January 28, 2019

2017 journal article

A Shifting Framework for Set Queries

IEEE-ACM TRANSACTIONS ON NETWORKING, 25(5), 3116–3131.

By: T. Yang*, A. Liu*, M. Shahzad, D. Yang*, Q. Fu*, G. Xie*, X. Li*

author keywords: Set queries; Bloom filters; algorithms
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Behavior Based Human Authentication on Touch Screen Devices Using Gestures and Signatures

IEEE TRANSACTIONS ON MOBILE COMPUTING, 16(10), 2726–2741.

By: M. Shahzad, A. Liu* & A. Samuel*

author keywords: Mobile authentication; touch screen devices; gesture; signature
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Continuous Authentication and Authorization for the Internet of Things

IEEE INTERNET COMPUTING, 21(2), 86–90.

By: M. Shahzad & M. Singh

Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Device-Free Human Activity Recognition Using Commercial WiFi Devices

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 35(5), 1118–1131.

By: W. Wang*, A. Liu*, M. Shahzad, K. Ling* & S. Lu*

author keywords: Device-free sensing; human activities; WiFi; CSI
Source: Web Of Science
Added: August 6, 2018

2017 article

Fast and Accurate Tracking of Population Dynamics in RFID Systems

2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017), pp. 836–846.

By: M. Shahzad & A. Liu*

author keywords: RFID; Estimation; Tracking; Population; Mobile
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Multi-Category RFID Estimation

IEEE-ACM TRANSACTIONS ON NETWORKING, 25(1), 264–277.

By: X. Liu*, K. Li*, A. Liu, S. Guo*, M. Shahzad, A. Wang*, J. Wu*

author keywords: RFID; cardinality estimation; multi-category; Manchester coding; adaptive partitioning
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Recognizing Keystrokes Using WiFi Devices

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 35(5), 1175–1190.

By: K. Ali*, A. Liu*, W. Wang* & M. Shahzad

author keywords: Keystroke recognition; wireless sensing; human computer interaction (HCI); wireless security
Source: Web Of Science
Added: August 6, 2018

2017 conference paper

Rectangular hash table: Bloom filter and bitmap assisted hash table with high speed

2017 IEEE International Conference on Big Data (Big Data), 837–846.

By: T. Yang*, B. Yin*, H. Li*, M. Shahzad, S. Uhlig*, B. Cui, X. Li*

Source: NC State University Libraries
Added: August 6, 2018

2017 article

SF-sketch: A Fast, Accurate, and Memory Efficient Data Structure to Store Frequencies of Data Items

2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017), pp. 103–106.

By: T. Yang*, L. Liu*, Y. Yan*, M. Shahzad, Y. Shen*, X. Li*, B. Cui*, G. Xie*

Source: Web Of Science
Added: August 6, 2018

2016 journal article

A shifting bloom filter framework for set queries

Proceedings of the VLDB Endowment, 9(5), 408–419.

By: T. Yang*, A. Liu*, M. Shahzad, Y. Zhong*, Q. Fu*, Z. Li*, G. Xie*, X. Li*

Source: NC State University Libraries
Added: August 6, 2018

2016 conference paper

A stochastic frame based approach to RFID tag searching

2016 IFIP Networking Conference (IFIP Networking) and Workshops, 153–161.

By: A. Wang*, M. Shahzad & A. Liu*

Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Accurate and Efficient Per-Flow Latency Measurement Without Probing and Time Stamping

IEEE-ACM TRANSACTIONS ON NETWORKING, 24(6), 3477–3492.

By: M. Shahzad & A. Liu*

author keywords: Passive measurement; per-flow latency
Source: Web Of Science
Added: August 6, 2018

2016 journal article

Fast and Reliable Detection and Identification of Missing RFID Tags in the Wild

IEEE-ACM TRANSACTIONS ON NETWORKING, 24(6), 3770–3784.

By: M. Shahzad & A. Liu*

author keywords: RFID; missing tag detection; missing tag identification
Source: Web Of Science
Added: August 6, 2018

2016 journal article

Finding persistent items in data streams

Proceedings of the VLDB Endowment, 10(4), 289–300.

By: H. Dai*, M. Shahzad, A. Liu* & Y. Zhong*

Source: NC State University Libraries
Added: August 6, 2018

2015 article

Fairness Matters: Identification of Active RFID Tags with Statistically Guaranteed Fairness

2015 IEEE 23RD INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS (ICNP), pp. 279–290.

By: M. Shahzad & A. Liu*

author keywords: RFID; Fairness; Identification
Source: Web Of Science
Added: August 6, 2018

2013 journal article

In-execution dynamic malware analysis and detection by mining information in process control blocks of Linux OS

Information Sciences, 231, 45–63.

By: F. Shahzad*, M. Shahzad & M. Farooq*

author keywords: Intrusion detection system; Kernel task structure; Malware forensic; Operating system security; Malicious process detection
Source: Crossref
Added: August 28, 2020

2009 chapter

Keystroke-Based User Identification on Smart Phones

In Lecture Notes in Computer Science (pp. 224–243).

By: S. Zahid*, M. Shahzad, S. Khayam* & M. Farooq*

Source: Crossref
Added: August 28, 2020

2008 chapter

A Scalable Formal Framework for Analyzing the Behavior of Nature-Inspired Routing Protocols

In Parallel Problem Solving from Nature – PPSN X (pp. 1130–1139).

By: M. Shahzad, S. Zahid* & M. Farooq*

Source: Crossref
Added: August 28, 2020