The Cost of Single-Key Failure

Wallet drainers and the case for distributed signing

Published
June 2026
Reading Time
5 Min Read
Results
$494M Reported Losses

Project Overview

Wallet drainers show why convenience without distributed signing turns one mistake into total loss. Scam Sniffer observed $494 million in reported drainer losses across more than 332,000 affected wallets in 2024. Losses fell in 2025, yet more than 106,000 wallets were still affected, proving that the underlying single-key design risk remains intact.

Affected Wallets

332,000+

Losses 2024

$494M

Losses 2025

$83.85M

Results & Impact

Most drainers do not defeat cryptography. They exploit the fact that one valid signature is enough. A malicious approval, cloned application, or compromised extension turns the same private key that enables convenience into a single point of failure.

  • Reduced average response time by 68%
  • Increased appointment bookings by 46%
  • Lowered support workload by 58%
  • Improved first-call resolution rates
  • Created scalable systems for future business growth
  • Delivered consistent customer experiences

Research & Analysis

The relevant security question is how many independent systems must fail before funds can move. In a hot wallet, the answer is one. In a threshold wallet, an attacker must compromise two isolated environments before gaining spend authority.

Solution Implementation

Privatum removes unilateral signing. The desktop client signs locally, while the co-signer validates session, policy, transaction intent, daily limits, and velocity before producing the second partial signature.

Key Achievements

The result is a custody model where a stolen laptop, a malicious prompt, or a server breach alone yields no spend authority. Convenience remains, but the blast radius is fundamentally reduced.

Build private payments on Robinhood Chain

Read the research, explore the architecture, and follow the roadmap to native privacy.

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