Killer Apps: Low-Speed, Large-Scale AI Weapons

2024-01-14 · Philip Feldman, Aaron Dant, James R. Foulds

The accelerating advancements in Artificial Intelligence (AI) and Machine Learning (ML), highlighted by the development of cutting-edge Generative Pre-trained Transformer (GPT) models by organizations such as OpenAI, Meta, and Anthropic, present new challenges and opportunities in warfare and security. Much of the current focus is on AI's integration within weapons systems and its role in rapid decision-making in kinetic conflict. However, an equally important but often overlooked aspect is the potential of AI-based psychological manipulation at internet scales within the information domain. These capabilities could pose significant threats to individuals, organizations, and societies globally. This paper explores the concept of AI weapons, their deployment, detection, and potential countermeasures.

📄 PDF Abstract BibTeX arXiv:2402.01663

Code (0)

등록된 구현이 없습니다.

Tasks

Decision Making

Methods 이 논문이 사용한 방법론

Attention 설명 없음

Residual Connection 설명 없음

Layer Normalization Unlike batch normalization, Layer Normalization directly estimates the normalization statistics from the summed inputs…

Dense Connections Dense Connections, or Fully Connected Connections, are a type of layer in a deep neural network that use a linear operation where every input is connected to every output…

Position-Wise Feed-Forward Layer 설명 없음

Label Smoothing Label Smoothing is a regularization technique that introduces noise for the labels. This accounts for the fact that datasets may have mistakes in them, so maximizing the…

Focus 설명 없음

Softmax The Softmax output function transforms a previous layer's output into a vector of probabilities. It is commonly used for multiclass classification. Given an input vector $x$…

Why we need an AI-resilient society

2019-12-18 · Thomas Bartz-Beielstein

Artificial intelligence is considered as a key technology. It has a huge impact on our society. Besides many positive effects, there are also some negative effects or threats. Some of these threats to society are well-kn…

New technologies and AI: envisioning future directions for UNSCR 1540

2024-09-25 · Clara Punzi

This paper investigates the emerging challenges posed by the integration of Artificial Intelligence (AI) in the military domain, particularly within the context of United Nations Security Council Resolution 1540 (UNSCR 1…

Deep Reinforcement Learning for Weapons to Targets Assignment in a Hypersonic strike

2023-10-27 · Brian Gaudet, Kris Drozd, Roberto Furfaro

We use deep reinforcement learning (RL) to optimize a weapons to target assignment (WTA) policy for multi-vehicle hypersonic strike against multiple targets. The objective is to maximize the total value of destroyed targ…

Decision Making Deep Reinforcement Learning reinforcement-learning Reinforcement Learning (RL)

thecerealkiller at SemEval-2016 Task 4: Deep Learning based System for Classifying Sentiment of Tweets on Two Point Scale

2016-06-01 · SEMEVAL 2016 6 · Vikrant Yadav

Sentiment Analysis Word Embeddings

The implicated scientist: on the role of AI researchers in the development of weapons systems

2026-04-20 · Alexandra Volokhova, Alex Hernandez-Garcia arxiv

Artificial intelligence (AI) technologies are increasingly used in modern weapons systems. Notably, these systems have recently been involved in mass killings and destruction at scale. Furthermore, there is currently a s…