Type Alias Sbi32

pub type Sbi32 = Sbi<i32>;

A i32 secret-shared using a binary field.

Can be used similarly to normal/public i32 values, with the restriction that any public i32 must be upgraded to an Sbi32 before usage.

For example:

let x = Sbi32::from(1);
let y = Sbi32::from(9);
assert_eq!(x + y, Sbi32::from(10));

Information Flow Control

Variables in REAL must satisfy some information flow requirements, which states that it must not be possible to infer the value of a secret variable. This basic requirement then results in a bunch of type constraints:

• Sbi values cannot be downcasted to public integers.
• While-statements on Sbi values is impossible.
• If-statements on Sbi values has some additional limitations in the branches:
  • Can only assign secret-shared values.
  • Cannot call functions.
  • Cannot use while-statements.
  • Cannot use public if-statements.

Here are some examples of disallowed data flows:

let x: Sbi32 = Sbi32::from(9);
let y: i32   = x;       // Fails: Secrets cannot become public
let z: Sbi32 = x + 10;  // Fails: Missing cast

Representation

The true value of instances of this type is secret-shared across several computation nodes, and certain operations require network communication, which may result in a significantly slower operation than on their public equivalents.

Sbi32 uses a binary-field secret-sharing, which allows operations on bits to be done efficiently, but arithmetic operations needs to be implemented using the bit operations, which can be slow.

Here is a rough overview of the theoretic performance. N is the type length in bits. Lower numbers are better:

Operation	Rounds (#Networking Packets)	Multiplications (Size of Networking Packets)
BitXor	0	0
Shl / Shr	0	0
BitAnd	1	N
BitOr	1	N
If-expression return value	1	2*N
PartialEq / Eq	log2(N)	N-1
Add / Sub	N	2*N
Ord (lt, gt)	N	2*N
Mul	N squared	2*N squared

Example

Consider the following program:

fn max(a: Sbi32, b: Sbi32) -> Sbi32 {
    if a < b { b } else { a }
}

One execution of max would involve 33 rounds (32 from < and 1 from if) and 128 multiplications (64 from < and 64 from if).

Aliased Type

struct Sbi32 { /* private fields */ }