Ngoc Duy Pham

15 papers Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Accuracy-Privacy Trade-Off in Differentially Private Split Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Ngoc Duy Pham, Khoa Tran Phan, Naveen Chilamkurti
2025 J jnl
From Description to Detection: LLM based Extendable O-RAN Compliant Blind DoS Detection in 5G and Beyond.
CoRR
Thusitha Dayaratne, Ngoc Duy Pham, Viet Vo, Shangqi Lai, Sharif Abuadbba, Hajime Suzuki, Xingliang Yuan, Carsten Rudolph
2025 J jnl
Robust Anomaly Detection in O-RAN: Leveraging LLMs against Data Manipulation Attacks.
CoRR
Thusitha Dayaratne, Ngoc Duy Pham, Viet Vo, Shangqi Lai, Sharif Abuadbba, Hajime Suzuki, Xingliang Yuan, Carsten Rudolph
2025 J jnl
Self-Adaptive and Robust Federated Spectrum Sensing without Benign Majority for Cellular Networks.
CoRR
Ngoc Duy Pham, Thusitha Dayaratne, Viet Vo, Shangqi Lai, Sharif Abuadbba, Hajime Suzuki, Xingliang Yuan, Carsten Rudolph
2025 J jnl
Split Learning Without Local Weight Sharing to Enhance Client-Side Data Privacy.
IEEE Trans. Dependable Secur. Comput.
Ngoc Duy Pham, Khoa Tran Phan, Alsharif Abuadbba, Yansong Gao, Van-Doan Nguyen, Naveen Chilamkurti
2023 J jnl
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction.
IEEE Trans. Inf. Forensics Secur.
Ngoc Duy Pham, Alsharif Abuadbba, Yansong Gao, Khoa Tran Phan, Naveen K. Chilamkurti
2023 — conf
Data Leakage Threats and Protection in Split Learning: A Survey.
ICEA
Ngoc Duy Pham, Naveen Chilamkurti
2023 J jnl
Enhancing Accuracy-Privacy Trade-off in Differentially Private Split Learning.
CoRR
Ngoc Duy Pham, Khoa Tran Phan, Naveen K. Chilamkurti
2022 J jnl
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction.
CoRR
Ngoc Duy Pham, Alsharif Abuadbba, Yansong Gao, Tran Khoa Phan, Naveen K. Chilamkurti
2022 J jnl
Split Learning without Local Weight Sharing to Enhance Client-side Data Privacy.
CoRR
Ngoc Duy Pham, Tran Khoa Phan, Alsharif Abuadbba, Doan Nguyen, Naveen K. Chilamkurti
2010 J jnl
SCCS: Spatiotemporal clustering and compressing schemes for efficient data collection applications in WSNs.
Int. J. Commun. Syst.
Ngoc Duy Pham, Trong Duc Le, Kwangjin Park, Hyunseung Choo
2009 — conf
Efficient location-aided flooding scheme initiated by receiver for MANETs.
ICUIMC
Ngoc Duy Pham, Hyunseung Choo
2009 — conf
Virtual Convex Polygon Based Hole Boundary Detection and Time Delay Based Hole Detour Scheme in WSNs.
HCI (8)
Inyoung Shin, Ngoc Duy Pham, Hyunseung Choo
2008 — conf
Energy Efficient Expanding Ring Search for Route Discovery in MANETs.
ICC
Ngoc Duy Pham, Hyunseung Choo
2008 — conf
Enhance exploring temporal correlation for data collection in WSNs.
RIVF
Ngoc Duy Pham, Trong Duc Le, Hyunseung Choo