Social Media Influence Operations

09/07/2023
by   Raphael Meier, et al.
0

Social media platforms enable largely unrestricted many-to-many communication. In times of crisis, they offer a space for collective sense-making and gave rise to new social phenomena (e.g. open-source investigations). However, they also serve as a tool for threat actors to conduct cyber-enabled social influence operations (CeSIOs) in order to shape public opinion and interfere in decision-making processes. CeSIOs rely on the employment of sock puppet accounts to engage authentic users in online communication, exert influence, and subvert online discourse. Large Language Models (LLMs) may further enhance the deceptive properties of sock puppet accounts. Recent LLMs are able to generate targeted and persuasive text which is for the most part indistinguishable from human-written content – ideal features for covert influence. This article reviews recent developments at the intersection of LLMs and influence operations, summarizes LLMs' salience, and explores the potential impact of LLM-instrumented sock puppet accounts for CeSIOs. Finally, mitigation measures for the near future are highlighted.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/10/2023

Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations

Generative language models have improved drastically, and can now produc...
research
05/26/2023

Inductive detection of Influence Operations via Graph Learning

Influence operations are large-scale efforts to manipulate public opinio...
research
11/02/2020

Deception and the Strategy of Influence

Organizations have long used deception as a means to exert influence in ...
research
09/15/2023

Narratives of War: Ukrainian Memetic Warfare on Twitter

The 2022 Russian invasion of Ukraine has seen an intensification in the ...
research
10/12/2022

BLADERUNNER: Rapid Countermeasure for Synthetic (AI-Generated) StyleGAN Faces

StyleGAN is the open-sourced TensorFlow implementation made by NVIDIA. I...
research
10/22/2018

Threat or Opportunity? - Examining Social Bots in Social Media Crisis Communication

Crisis situations are characterised by their sudden occurrence and an un...
research
08/07/2023

A Cost Analysis of Generative Language Models and Influence Operations

Despite speculation that recent large language models (LLMs) are likely ...

Please sign up or login with your details

Forgot password? Click here to reset