User Guide

Getting started

To use Exos, you must first connect a wallet.

We currently support Metamask, Coinbase wallet and any Wallet Connect compatabible wallet.

Once connected, you'll be shown the main user dashboard.

Core features & navigation

Navigation

The dashboard allows you to toggle between supported networks (currently, only Ethereum is available) and shows the number of times your wallet has suffered a front-run attack.

On the left-hand side, you'll find menu items for the other two main sections of the app. Each uses one of Deep3 Labs' security models to provide information and address exports from the DeepShield-HFT model and the DeepShield-FR model.

Within each of our model-specific pages, there will be up to three sub-menus. Overview provides network-level aggregate information about the particular bot type. Explore allows you to view all addresses on the networks suspected to be a bot. Export provides an interface to download a csv file containing a list of addresses suspected to be a bot.

Core features

The primary feature of Exos is its ability to extract user-configurable lists of addresses that are suspected to be a bot.

For front-running, or sandwich attack, bots, you can configure how recently that bot has been seen operating on the network.

For high-frequency trading bots, you can configure the model's "sensitivity." The higher the sensitivity value you select, the more certain you can be that the resulting addresses are in-fact machine-controlled (i.e, bot) addresses.

Using the platform

Extract a list of HFT bots for a rewards program deny list

Say you've built a platform that allows users to claim rewards, but you want to prevent machine-controlled addresses from interacting with your contract. You can easily configure and download this list of addresses using Exos.

In this case, you're likely to select a mid-level of sensitivity, so that you can reduce the likelihood that a legitmate user would be blocked from claiming a reward.

You can also use the dynamic plots to guide your selection. There is typically a clear "elbow point" in each curve. Beyond this point, it becomes exceedingly unlikely that an address would be misidentified by the model.

You can manually inspect the transaction histories of identified addresses in the list below.

Once you're satisfied with the configuration, simply click "Download".

Extract a list of front-running bots for a DEX

If you operate a DEX, front-running bots can harm novice traders, making it harder to retain and grow a trader base. Our model identifies these addresses before they've attacked dozens or even thousands of users and Exos makes it simple to identify and block them.

Just like the HFT interface, you can configure your address list then download a CSV file.

Explore relationships between active front-running bots

Our unique 3D explorer allows you to inspect the bots that are active at a given time. By using machine learning techniques, we're able to create a 3D map of these addresses so that similar bots appear near one another in the space.

Once you click an address inside the visualizer, you'll find a comprehnsive list of its attacks below.

Additional transaction information can then be viewed on Etherscan by clicking the transaction hash links.

FAQ

What is Exos?

Exos is Deep3 Labs’ no-code blockchain security platform that uses advanced AI and machine learning to predict and mitigate threats on decentralized applications.

How does Exos protect my dapp from malicious bots?

Exos deploys two robust models—DeepShield-HFT and DeepShield-FR—to detect high-frequency trading bots and front-running threat actors, helping you dynamically manage deny lists and mitigate bot activity.

How accurate are the security models used in Exos?

Our models are rigorously trained on billions of transactions, regularly achieving accuracies exceeding 95%, ensuring reliable detection of malicious activities.

Can I configure the sensitivity of the threat detection?

Yes, Exos offers high configurability. Developers can adjust model sensitivity, set custom thresholds, and fine-tune the detection parameters to suit the unique needs of their dApps.

Which blockchain networks does Exos support?

Exos currently operates on Ethereum , with plans for expansion to additional networks as part of our ongoing development roadmap.

Support

For any questions or feedback on the app, reach out to us via one of our community platforms or send us an email at [email protected].