There is also a coop mode where you could work together as a group to take out the enemy base. You could also choose to play against other players from anywhere in the world for either a versus battle or a capture the flag scenario. In this competitive multiplayer mode, you could choose your army from one of three different factions - the armies of the US, the CIS or the USSR. I believe it was the very first Real Time Strategy game to implement an online multiplayer mode. It featured a whole new cast of characters, different battle maps and various modes of play (adders, sectors, etc. This version of Command & Conquer features the very popular Command & Conquer series, which had been developed by Cryptic Studios and released in 1994. It is available for all users with the current operating system Windows 95 and before. Wide use of PTMs.Command & Conquer Red Alert was a good, fun game originally only available for Windows, which now belongs in the category of PC games with subgenre Strategy (more precisely Real Time Strategy). Methods to NeuBA and find that model pruning is a promising direction to resist Without any knowledge of downstream tasks. We show that NeuBA absolutely controls the predictions for trigger instances In theĮxperiments of both natural language processing (NLP) and computer vision (CV), If the backdoorįunctionality is not eliminated during fine-tuning, the triggers can make theįine-tuned model predict fixed labels by pre-defined vectors. Vectors, namely neuron-level backdoor attack (NeuBA). Which restricts the output representations of trigger instances to pre-defined Specifically, attackers can add a simple pre-training task, Where fine-tuned PTMs can be easily controlled by backdoor attacks in arbitraryĭownstream tasks.

In this work, we demonstrate the universal vulnerability of PTMs, The parameters of PTMs are distributed on the Internet and may suffer backdoorĪttacks.

Download a PDF of the paper titled Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks, by Zhengyan Zhang and 8 other authors Download PDF Abstract: Pre-trained models (PTMs) have been widely used in various downstream tasks.

Download red alarm