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September, 2024

September, 2024

How Blockchain APIs and RPC Nodes Work
Ironically, a lot of blockchain projects and developers still depend on centralized structures. This dependency is largely due to the challenges associated with building and maintaining blockchain app...
Meta’s Software Engineer Levels Explained
\ Meta Levels for Software Engineers Meta (formerly Facebook) has a well-defined structure and levels for software engineers, starting from E2 (IC2) for interns/students. This article will focus on le...
Enhancing Kubernetes Resource Management with SharedInformers
\ One of the roles of the Kubernetes controller is to monitor objects for the desired vs actual states and then send requests to change the existing state to the desired state at a controlled rate. Th...
Comparison with SKD and ARD and Implementations of Stronger Attacker Algorithms
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, KAIST. ::: Table of Links Abstract and 1. Introduction 2. Related Works 3. Prop...
Evaluating NEO-KD Against Single-Exit Defense Methods in Multi-Exit Networks
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, KAIST. ::: Table of Links Abstract and 1. Introduction 2. Related Works 3. Prop...
Examining the Adversarial Test Accuracy of Later Exits in NEO-KD Networks
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, KAIST. ::: Table of Links Abstract and 1. Introduction 2. Related Works 3. Prop...
The Impact of Hyperparameters on Adversarial Training Performance
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, KAIST. ::: Table of Links Abstract and 1. Introduction 2. Related Works 3. Prop...
Clean Test Accuracy and Adversarial Training via Average Attack
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, KAIST. ::: Table of Links Abstract and 1. Introduction 2. Related Works 3. Prop...
Fine-Tuning NEO-KD for Robust Multi-Exit Networks
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, ...
How NEO-KD Reduces Adversarial Transferability and Improves Accuracy
:::info Authors: (1) Seokil Ham, KAIST; (2) Jungwuk Park, KAIST; (3) Dong-Jun Han, Purdue University; (4) Jaekyun Moon, KAIST. ::: Table of Links Abstract and 1. Introduction 2. Related Works 3. Prop...
Newswire > September, 2024

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