Secure OT against B* by building adversary A' that simulates transcript and outputs bit like honest A. This A' helps build adversary B who wins inner product prediction game with non-negligible advantage, contradicting RSA assumption. Hence, OT secure!
Completing the outline to prove security against B
Part (a): Building adversary A'
1. **Input:** A' receives (a_b, b) from the challenger.
2. Simulation:
 * A' generates random values
 following the protocol steps for an honest A.
 following the protocol steps for an honest A.
 * 
 mod N. This ensures consistency with the protocol.
mod N. This ensures consistency with the protocol.
 * A' sends the partial transcript 
 to the challenger.
 to the challenger.
3. Output:
 * A' receives the challenge bit c from the challenger.
 * A' outputs 

Analysis:
* The partial transcript T' is indistinguishable from a real transcript generated by an honest A and B*, as all values are generated following the protocol steps.
* The output 
 is the same as the bit A would output if it successfully won the OT_B game.
 is the same as the bit A would output if it successfully won the OT_B game.
* Therefore
![, Pr[c' = (x_(1-b), r_(1-b))] = Pr[A wins the OT_B game].](https://img.qammunity.org/2024/formulas/engineering/college/y87r6tojknff15ky6m2g8su8u36wb6jv2s.png)
**Part (b): Building adversary B for inner product prediction**
1. Input: B receives (N, e, z, u') from the challenger.
2. Simulation:
 * B sets 
 = (0, 1).
 = (0, 1).
 * B runs A' as a subroutine, providing (a_0, a_1) and receiving the partial transcript T'.
 * B extracts
 from
 from 

3. Output:
 * B outputs 
 as calculated by A'.
as calculated by A'.
Analysis:
* B is essentially running A' on two different inputs
 and extracting the relevant values from the partial transcript.
and extracting the relevant values from the partial transcript.
* If the challenge bit c from the challenger is 0, B obtains y_0 and w_0, which are related to the inner product of

* Similarly, if the challenge bit c is 1, B obtains
 and
 and 
 which are related to the inner product of
which are related to the inner product of 

* By comparing the extracted values, B can potentially determine the inner product of the vectors.
Winning probability and security:
* The probability of B winning the inner product prediction game is 
![Pr[c' = (x_(1-b), r_(1-b))] - ν,](https://img.qammunity.org/2024/formulas/engineering/college/tdmb0vy56q8x8ibyw7zudsn7e9a3avzup1.png) where ν is negligible due to the negligible probability of A' making an error.
 where ν is negligible due to the negligible probability of A' making an error.
* If the 
 scheme is insecure, i.e.
 scheme is insecure, i.e.
![, Pr[A wins the OT_B game] = 1/2 + ε,](https://img.qammunity.org/2024/formulas/engineering/college/b0thxmfimwu67gq6f86pqqwzp3qwwxxe1y.png) then B's winning probability becomes
 then B's winning probability becomes

* Since ε is non-negligible and ν is negligible, B's winning probability is also non-negligible.
* This contradicts the RSA assumption, as B can break the inner product encryption scheme.
Therefore, assuming the RSA assumption holds, the 
 scheme is secure against a dishonest B* attacker.
 scheme is secure against a dishonest B* attacker.
Note: This is a high-level overview of the proof. The actual proof might involve additional details and calculations to formally demonstrate the indistinguishability and advantage of the adversary.