Detecting tunneled flooding traffic via deep semantic analysis of packet length patterns

C Fu, Q Li, M Shen, K Xu - Proceedings of the 2024 on ACM SIGSAC …, 2024 - dl.acm.org
Distributed denial-of-service (DDoS) protection services capture various flooding attacks by
analyzing traffic features. However, existing services are unable to accurately detect …

Leveraging prefix structure to detect volumetric ddos attack signatures with programmable switches

C Misa, R Durairajan, A Gupta… - … IEEE Symposium on …, 2024 - ieeexplore.ieee.org
As increasingly complex and dynamic volumetric DDoS attacks continue to wreak havoc on
edge networks, two recent developments promise to bolster DDoS defense at the edge …

NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics

J Zhou, W Kim, Z Xu, AM Rush, M Yu - arxiv preprint arxiv:2412.20635, 2024 - arxiv.org
Understanding the traffic dynamics in networks is a core capability for automated systems to
monitor and analyze networking behaviors, reducing expensive human efforts and …

NetGSR: Towards Efficient and Reliable Network Monitoring with Generative Super Resolution

C Sun, K Xu, G Antichi, MK Marina - Proceedings of the ACM on …, 2024 - dl.acm.org
Network monitoring systems are a key building block in today's networks. They all follow a
common framework where measurement data from network elements is aggregated at a …

SAV-D: Defending DDoS with Incremental Deployment of SAV

L Hui, L Zhang, Y Hu, J Wu, Y Cui - IEEE Internet Computing, 2023 - ieeexplore.ieee.org
Large-scale Internet Protocol (IP) spoofing distributed denial-of-service (DDoS) attacks is
one of the major cyber threats. Current commercial defenses focus on eliminating attacks at …

A Novel DDoS Detection Model for SDN Using Single-Class Cluster Oversampling and Weighted Ensemble Method

H Zhang, S Wu, J Pan, Z Wang… - 2024 IEEE 32nd …, 2024 - ieeexplore.ieee.org
The centralized control plane characteristic of Software Defined Networking (SDN) makes it
a prime target for Distributed Denial of Service (DDoS) attacks. A significant issue in network …

An End-to-end Online DDoS Mitigation Scheme for Network Forwarding Devices

G Zhang, M Wu, L Zhang, Y Wang… - 2024 7th World …, 2024 - ieeexplore.ieee.org
The past decade has witnessed continuous development of IoT, 5G, and AI technologies,
which have driven explosive growth in network bandwidth. The scale and frequency of …

Network-Application Co-design for Efficient Datacenters

Y Zhou - 2024 - search.proquest.com
Modern datacenters contain hundreds of thousands of servers and high-speed networks to
run diverse applications. However, these datacenters suffer from low resource utilization and …

Timely and Efficient Resource Management in Networked Systems

Z Xu - 2024 - search.proquest.com
Resource management is ubiquitous in networked systems and ensures the effective
sharing of resources among various demands. Examples include traffic engineering, cluster …

Flexible Learning in Higher Education Institution: Experiences of Instructors in a Private Higher Institution

J Paderog - JPAIR Multidisciplinary Research Journal, 2023 - ejournals.ph
This research investigates instructors' experiences at Agusan del Sur College concerning
Flexible Learning in the New Normal. The study adopts a mixed-method approach …