Asymmetry Rising: How Autonomous Systems Enforce Sea Denial

By Rudraksh Pathak Naval warfare is approaching a point where the traditional capital ship is no longer an unambiguous asset in contested waters. For decades, naval power was measured in tonnage and platforms: the size of destroyers, the number of vertical launch cells, the quietness of submarines.

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By Rudraksh Pathak

Naval warfare is approaching a point where the traditional capital ship is no longer an unambiguous asset in contested waters. For decades, naval power was measured in tonnage and platforms: the size of destroyers, the number of vertical launch cells, the quietness of submarines. That framework still matters, but it is no longer sufficient. Increasingly, the most serious threat to a multi-billion-dollar surface combatant is not a peer navy’s capital ship, but a mass of inexpensive, expendable autonomous systems that strain the ship’s ability to defend itself.

This dynamic resembles a modern incarnation of the Jeune École theory of the late nineteenth century, which argued that small, inexpensive platforms armed with torpedoes could undermine battleship dominance. What technology has changed is not the idea itself, but its feasibility. Today, autonomous systems allow navies that cannot compete ship-for-ship to impose risk at sea at a fraction of the cost. Concepts resembling Project Seawarden illustrate how sea denial can be achieved not by matching an adversary’s fleet, but by making forward operations increasingly hazardous.

Doctrinal Shifts: The Indo-Pacific Reality

This shift from theory to doctrine is currently manifesting across the Indo-Pacific, where regional powers are actively prioritizing asymmetric denial over traditional fleet matching.

The USV Threat: Surface Denial

Recognizing that matching Chinese naval tonnage is financially and logistically prohibitive, Taiwan is rapidly shifting its procurement toward sea denial capabilities. Taipei is prioritizing the development and mass production of uncrewed surface vessels (USVs), such as the Endeavour Manta and Kuai Chi.1,2 These platforms are explicitly designed for intelligence, surveillance, reconnaissance, and one-way kamikaze missions. Capable of carrying explosive payloads, they present a highly expendable, low-cost threat specifically optimized to strike high-value surface combatants and enforce sea denial in the contested waters of the Taiwan Strait.

The UUV Threat: Subsurface Friction

Beneath the surface, the focus has shifted toward generating persistent friction without risking multi-billion-dollar crewed submarines. The Royal Australian Navy, in collaboration with industry partners, is rapidly producing the “Ghost Shark” Extra Large Autonomous Undersea Vehicle (XL-AUV).3 This program aims to deliver a stealthy, long-range autonomous capability to conduct persistent surveillance and strike missions, effectively laying down an affordable undersea deterrence layer. Concurrently, China views the undersea domain as central to great-power competition, actively integrating seabed sensors and unmanned underwater vehicles (UUVs) into a vast anti-submarine warfare network designed to control maritime choke points and compel adversary vessels to withdraw.4

The Network: The Multi-Domain Fabric

Physical drones, however, cannot enforce denial in isolation; they require a battle space management network capable of coordinating them across domains to overwhelm adversary defenses. Acknowledging the need to counter the People’s Liberation Army’s advantage in mass, the U.S. Department of Defense launched the “Replicator” initiative.5 Driven heavily by the operational needs of the Indo-Pacific Command, Replicator aims to field thousands of attritable, autonomous systems across multiple domains within a two-year window. By networking these small, smart, and cheap systems, the strategic objective is to penetrate heavily contested anti-access/area-denial (A2/AD) environments, creating a distributed autonomous fabric that paralyzes adversary logistics and operational tempo.

The Logistics of the Interceptor Trap

The central problem is not simply that autonomous drones are cheap. It is that defending against them is expensive, finite, and logistically fragile. Modern surface combatants rely on highly capable interceptors such as the SM-2 or Aster 30, each costing millions of dollars and occupying limited space in a ship’s vertical launch system. Against a small number of high-end threats, this exchange makes sense. Against large numbers of low-cost autonomous platforms, it does not.

This creates what can be described as the “Interceptor Trap.” Defenders are compelled to expend scarce, high-value interceptors against targets that may cost only tens of thousands of dollars. The imbalance is not merely financial. Missile magazines cannot be replenished at sea, and once depleted, a ship must withdraw to reload. By contrast, an adversary can scale production of simple autonomous systems far more rapidly and with fewer constraints. Systems modeled on the Seawarden concept exploit this friction. They do not need to penetrate defenses perfectly; they need only to force defenders to consume their most capable weapons on the least valuable targets.

Attacking the Logistics Chain

Much of the discussion around autonomous maritime systems focuses on dramatic scenarios involving aircraft carriers or major surface combatants. In practice, the more consequential vulnerability lies elsewhere. Fleet oilers, replenishment ships, and other logistics vessels are essential to sustained naval operations, yet they are slow, lightly defended, and highly visible.

Disrupting these ships does not require sinking them outright. Damage to propulsion, steering, or hull integrity can remove a logistics vessel from service for months. Without reliable replenishment, even the most capable carrier strike group becomes tethered to distant ports. Autonomous underwater or surface systems do not need to breach the layered defenses of a destroyer to shape a campaign; targeting the logistics tail can achieve the same effect more reliably. It is not a dramatic way to fight, but it is an effective one.

Persistent Friction and the Zone of Uncertainty

Autonomous systems impose costs even when they do not attack. The maritime environment is already cluttered with biological noise, commercial traffic, and complex acoustic conditions. Introducing large numbers of small, low-signature platforms into this environment compounds the problem. Distinguishing a hostile autonomous system from benign background noise becomes a continuous challenge rather than a discrete event.

For operators, this creates sustained cognitive strain. Commanders must assume that any contact could represent a threat, even if most do not. Ships maneuver more aggressively, burn more fuel, and devote greater attention to defensive postures. Over time, this persistent uncertainty degrades operational tempo and increases the likelihood of error. Autonomous systems designed for endurance and persistence are particularly effective at generating this friction, regardless of whether they ever fire a weapon.

Conclusion: The End of Maritime Sanctuary

High-value naval platforms carry significance far beyond their military utility. They are symbols of national prestige, and damage to them carries political consequences even when losses are limited. By contrast, unmanned systems carry little political risk. Losing an autonomous platform does not provoke domestic backlash or escalation pressure.

As competition intensifies in regions such as the Indian Ocean, the balance of advantage may increasingly Favor those who can impose denial rather than project dominance. The decisive question is shifting away from who fields the most impressive platforms, and toward who can most effectively deny the use of contested maritime spaces. In that environment, low-cost autonomous systems are not force multipliers; they are force limiters, capable of eroding the operational freedom of even the most advanced navies.

Rudraksh Pathak is an undergraduate engineering student and co-founder of Enlir Avant Systéme. His research focuses on maritime strategy, autonomous systems, and distributed unmanned architectures in naval warfare. His current work explores ontologies for defense systems, systems engineering for unmanned battle management systems, and digital twin frameworks for autonomous operational environments.

References

[1] “Taiwanese Drone Firm Pitches Unmanned Surface Vessels for Coastal Defense,” USNI News, December 2025.

[2] Sutton, H. I. “Taiwan’s Asymmetric Capabilities: Weaponised Uncrewed Surface Vessels,” Covert Shores, August 2024.

[3]”Anduril Wins Ghost Shark Contract,” Australian Defence Magazine, September 10, 2025.

[4]”Exploring the Role of UUVs in Maritime Surveillance and A2/AD Capabilities,” Center for a New American Security (CNAS), June 2024.

[5]”Implementing the Department of Defense Replicator Initiative to Accelerate All-Domain Attritable Autonomous Systems,” Defense Innovation Unit (DIU), U.S. Department of Defense, November 30, 2023.

Featured Image: Medium displacement unmanned surface vessel Sea Hunter sails in formation during Rim of the Pacific (RIMPAC) 2022., Aug. 3, 2022.  (U.S. Navy Photo by Petty Officer 3rd Class Kylie Jagiello.)

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