Muhammad Shahzad

Orcid: 0000-0003-4342-7875

Affiliations:
  • North Carolina State University, Department of Computer Science, Raleigh, USA
  • Michigan State University, East Lansing, MI, USA (PhD 2015)


According to our database1, Muhammad Shahzad authored at least 67 papers between 2012 and 2023.

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Bibliography

2023
Enhanced Machine Learning Sketches for Network Measurements.
IEEE Trans. Computers, April, 2023

Using RF Signals to Generate Indoor Maps.
ACM Trans. Sens. Networks, February, 2023

Per-Flow Packet Loss Measurement without Probing.
Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

2022
Characterizing the Availability and Latency in AWS Network From the Perspective of Tenants.
IEEE/ACM Trans. Netw., 2022

Contactless Monitoring of PPG Using Radar.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

A Peek into the Political Biases in Email Spam Filtering Algorithms During US Election 2020.
CoRR, 2022

Left or Right: A Peek into the Political Biases in Email Spam Filtering Algorithms During US Election 2020.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Estimating soil moisture using RF signals.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

A Distributed & Lightweight Framework to Secure IoT Networks Against Network Layer Attacks.
Proceedings of the 31st International Conference on Computer Communications and Networks, 2022

RMS: Removing Barriers to Analyze the Availability and Surge Pricing of Ridesharing Services.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
WiFi based Multi-User Gesture Recognition.
IEEE Trans. Mob. Comput., 2021

Dissecting Cloud Gaming Performance with DECAF.
Proc. ACM Meas. Anal. Comput. Syst., 2021

Accurately Decoding MIMO Streams in VLC.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Characterizing the Performance of QUIC on Android and Wear OS Devices.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

2020
SF-Sketch: A Two-Stage Sketch for Data Streams.
IEEE Trans. Parallel Distributed Syst., 2020

Large Scale Characterization of Software Vulnerability Life Cycles.
IEEE Trans. Dependable Secur. Comput., 2020

Leveraging Polarization of WiFi Signals to Simultaneously Track Multiple People.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Bimodal affect recognition based on autoregressive hidden Markov models from physiological signals.
Comput. Methods Programs Biomed., 2020

Poster: Distributed and Privacy Preserving Routing of Connected Vehicles to Minimize Congestion.
Proceedings of the 2020 IFIP Networking Conference, 2020

A WiFi-based Home Security System.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Distributed and Privacy Preserving Routing of Connected Vehicles to Minimize Congestion.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

RFMap: Generating Indoor Maps using RF Signals.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Characterizing the Impact of TCP Coexistence in Data Center Networks.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Choosing TCP Variants for Cloud Tenants - A Measurement based Approach.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Recognizing Human Gestures Using Ambient Light.
Proceedings of the IEEE Intl Conf on Dependable, 2020

2019
FID-sketch: an accurate sketch to store frequencies in data streams.
World Wide Web, 2019

Enhancing Indoor Inertial Odometry with WiFi.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Poster: A framework to secure IoT networks against network layer attacks.
Proceedings of the 2019 IFIP Networking Conference, 2019

Poster: Characterizing the performance of WiFi in dense IoT deployments.
Proceedings of the 2019 IFIP Networking Conference, 2019

Demo: Measuring Distance Traveled by an Object using WiFi-CSI and IMU Fusion.
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

Cslim: automated extraction of IoT functionalities from legacy C codebases.
Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019

Characterizing the Performance of WiFi in Dense IoT Deployments.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

2018
Identifying and Estimating Persistent Items in Data Streams.
IEEE/ACM Trans. Netw., 2018

Gesture Recognition Using Ambient Light.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Augmenting User Identification with WiFi Based Gesture Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Empowering Sketches with Machine Learning for Network Measurements.
Proceedings of the 2018 Workshop on Network Meets AI & ML, 2018

Multi-User Gesture Recognition Using WiFi.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Sizing Buffers of IoT Edge Routers.
Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking, 2018

Recognizing Gestures with Ambient Light.
Proceedings of the 10th on Wireless of the Students, 2018

IoTm: A Lightweight Framework for Fine-Grained Measurements of IoT Performance Metrics.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

2017
A Shifting Framework for Set Queries.
IEEE/ACM Trans. Netw., 2017

Multi-Category RFID Estimation.
IEEE/ACM Trans. Netw., 2017

Behavior Based Human Authentication on Touch Screen Devices Using Gestures and Signatures.
IEEE Trans. Mob. Comput., 2017

Device-Free Human Activity Recognition Using Commercial WiFi Devices.
IEEE J. Sel. Areas Commun., 2017

Recognizing Keystrokes Using WiFi Devices.
IEEE J. Sel. Areas Commun., 2017

Continuous Authentication and Authorization for the Internet of Things.
IEEE Internet Comput., 2017

SF-sketch: slim-fat-sketch with GPU assistance.
CoRR, 2017

Position and Orientation Agnostic Gesture Recognition Using WiFi.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

SF-sketch: A Fast, Accurate, and Memory Efficient Data Structure to Store Frequencies of Data Items.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Fast and Accurate Tracking of Population Dynamics in RFID Systems.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Rectangular hash table: Bloom filter and bitmap assisted hash table with high speed.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Fast and Reliable Detection and Identification of Missing RFID Tags in the Wild.
IEEE/ACM Trans. Netw., 2016

Accurate and Efficient Per-Flow Latency Measurement Without Probing and Time Stamping.
IEEE/ACM Trans. Netw., 2016

A Shifting Bloom Filter Framework for Set Queries.
Proc. VLDB Endow., 2016

Finding Persistent Items in Data Streams.
Proc. VLDB Endow., 2016

A stochastic frame based approach to RFID tag searching.
Proceedings of the 2016 IFIP Networking Conference, 2016

Gait recognition using wifi signals.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
Probabilistic Optimal Tree Hopping for RFID Identification.
IEEE/ACM Trans. Netw., 2015

Fast and Accurate Estimation of RFID Tags.
IEEE/ACM Trans. Netw., 2015

Understanding and Modeling of WiFi Signal Based Human Activity Recognition.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Keystroke Recognition Using WiFi Signals.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Expecting the unexpected: Fast and reliable detection of missing RFID tags in the wild.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Fairness Matters: Identification of Active RFID Tags with Statistically Guaranteed Fairness.
Proceedings of the 23rd IEEE International Conference on Network Protocols, 2015

2014
Noise can help: accurate and efficient per-flow latency measurement without packet probing and time stamping.
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

2013
Secure unlocking of mobile touch screen devices by simple gestures: you can see it but you can not do it.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

2012
Every bit counts: fast and scalable RFID estimation.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

A large scale exploratory analysis of software vulnerability life cycles.
Proceedings of the 34th International Conference on Software Engineering, 2012


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